Class/Object

org.apache.spark.ml.h2o.algos

H2OXGBoost

Related Docs: object H2OXGBoost | package algos

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class H2OXGBoost extends H2OAlgorithm[XGBoostParameters, H2OMOJOModel] with H2OXGBoostParams

H2O XGBoost algorithm exposed via Spark ML pipelines.

Linear Supertypes
H2OXGBoostParams, H2OAlgorithm[XGBoostParameters, H2OMOJOModel], H2OAlgoParams[XGBoostParameters], DeprecatableParams, H2OAlgoParamsHelper[XGBoostParameters], MLWritable, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OXGBoost
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OXGBoost
  2. H2OXGBoostParams
  3. H2OAlgorithm
  4. H2OAlgoParams
  5. DeprecatableParams
  6. H2OAlgoParamsHelper
  7. MLWritable
  8. Estimator
  9. PipelineStage
  10. Logging
  11. Params
  12. Serializable
  13. Serializable
  14. Identifiable
  15. AnyRef
  16. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OXGBoost(parameters: XGBoostParameters, uid: String)(implicit h2oContext: H2OContext, sqlContext: SQLContext)

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  2. new H2OXGBoost(parameters: XGBoostParameters)(implicit h2oContext: H2OContext, sqlContext: SQLContext)

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  3. new H2OXGBoost(uid: String, hc: H2OContext, sqlContext: SQLContext)

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  4. new H2OXGBoost()(implicit h2oContext: H2OContext, sqlContext: SQLContext)

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  5. new H2OXGBoost(parameters: Option[XGBoostParameters], uid: String)(implicit h2oContext: H2OContext, sqlContext: SQLContext)

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Type Members

  1. type H2O_SCHEMA = XGBoostParametersV3

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    Definition Classes
    H2OXGBoostParams → H2OAlgoParamsHelper

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. def H2ODistributionParam(name: String): H2ODistributionParam

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    Definition Classes
    H2OAlgoParams

  6. final val allStringColumnsToCategorical: BooleanParam

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    Definition Classes
    H2OAlgoParams

  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  8. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  11. def clone(): AnyRef

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

  12. final val columnsToCategorical: StringArrayParam

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    Definition Classes
    H2OAlgoParams

  13. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  17. def defaultFileName: String

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    Definition Classes
    H2OXGBoost → H2OAlgorithm

  18. final val distribution: H2ODistributionParam

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    Definition Classes
    H2OAlgoParams

  19. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

  21. def doubleParam(name: String, doc: Option[String] = None): DoubleParam

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    AnyRef

  24. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  26. def explainParams(): String

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    Definition Classes
    Params

  27. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  29. final val featuresCols: StringArrayParam

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    Definition Classes
    H2OAlgoParams

  30. def finalize(): Unit

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

  31. def fit(dataset: Dataset[_]): H2OMOJOModel

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    Definition Classes
    H2OAlgorithm → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

  35. def floatParam(name: String, doc: Option[String] = None): FloatParam

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

  37. final val foldCol: NullableStringParam

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    Params

  39. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OAlgoParams

  40. def getBackend(): Backend

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    Definition Classes
    H2OXGBoostParams

  41. def getBooster(): Booster

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    AnyRef → Any

  43. def getColSampleByLevel(): Double

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    Definition Classes
    H2OXGBoostParams

  44. def getColSampleRate(): Double

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    Definition Classes
    H2OXGBoostParams

  45. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2OXGBoostParams

  46. def getColsampleBytree(): Double

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    Definition Classes
    H2OXGBoostParams

  47. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OAlgoParams

  48. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    Params

  50. def getDistribution(): DistributionFamily

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    Definition Classes
    H2OAlgoParams

  51. def getDmatrixType(): DMatrixType

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    Definition Classes
    H2OXGBoostParams

  52. def getDoc(doc: Option[String], fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  53. def getEta(): Double

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    Definition Classes
    H2OXGBoostParams

  54. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgoParams

  55. def getFoldCol(): String

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    Definition Classes
    H2OAlgoParams

  56. def getGamma(): Float

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    Definition Classes
    H2OXGBoostParams

  57. def getGpuId(): Int

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    Definition Classes
    H2OXGBoostParams

  58. def getGrowPolicy(): GrowPolicy

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    Definition Classes
    H2OXGBoostParams

  59. def getH2ODoc(fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  60. def getInitialScoreInterval(): Int

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    Definition Classes
    H2OXGBoostParams

  61. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoParams

  62. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoParams

  63. def getLabelCol(): String

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    Definition Classes
    H2OAlgoParams

  64. def getLearnRate(): Double

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    Definition Classes
    H2OXGBoostParams

  65. def getLearnRateAnnealing(): Double

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    Definition Classes
    H2OXGBoostParams

  66. def getMaxAbsLeafnodePred(): Float

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    Definition Classes
    H2OXGBoostParams

  67. def getMaxBins(): Int

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    Definition Classes
    H2OXGBoostParams

  68. def getMaxDeltaStep(): Float

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    Definition Classes
    H2OXGBoostParams

  69. def getMaxDepth(): Int

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    Definition Classes
    H2OXGBoostParams

  70. def getMaxLeaves(): Int

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    Definition Classes
    H2OXGBoostParams

  71. def getMinChildWeight(): Double

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    Definition Classes
    H2OXGBoostParams

  72. def getMinDataInLeaf(): Float

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    Definition Classes
    H2OXGBoostParams

  73. def getMinRows(): Double

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    Definition Classes
    H2OXGBoostParams

  74. def getMinSplitImprovement(): Float

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    Definition Classes
    H2OXGBoostParams

  75. def getMinSumHessianInLeaf(): Float

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    Definition Classes
    H2OXGBoostParams

  76. def getMissingValuesHandling(): MissingValuesHandling

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    Definition Classes
    H2OXGBoostParams

  77. def getNEstimators(): Int

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    Definition Classes
    H2OXGBoostParams

  78. def getNfolds(): Int

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    Definition Classes
    H2OAlgoParams

  79. def getNormalizeType(): DartNormalizeType

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    Definition Classes
    H2OXGBoostParams

  80. def getNthread(): Int

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    Definition Classes
    H2OXGBoostParams

  81. def getNtrees(): Int

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    Definition Classes
    H2OXGBoostParams

  82. def getOneDrop(): Boolean

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  84. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    DeprecatableParams → Params

  86. def getParams: XGBoostParameters

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    Definition Classes
    H2OAlgoParamsHelper

  87. def getPredictionCol(): String

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    Definition Classes
    H2OAlgoParams
    Annotations
    @DeprecatedMethod( "getLabelCol" )

  88. def getQuietMode(): Boolean

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    Definition Classes
    H2OXGBoostParams

  89. def getRateDrop(): Float

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    Definition Classes
    H2OXGBoostParams

  90. def getRegAlpha(): Float

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    Definition Classes
    H2OXGBoostParams

  91. def getRegLambda(): Float

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    Definition Classes
    H2OXGBoostParams

  92. def getSampleRate(): Double

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    Definition Classes
    H2OXGBoostParams

  93. def getSampleType(): DartSampleType

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    Definition Classes
    H2OXGBoostParams

  94. def getScoreInterval(): Int

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    Definition Classes
    H2OXGBoostParams

  95. def getScoreTreeInterval(): Int

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    Definition Classes
    H2OXGBoostParams

  96. def getSeed(): Long

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    Definition Classes
    H2OAlgoParams

  97. def getSkipDrop(): Float

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    Definition Classes
    H2OXGBoostParams

  98. def getSubsample(): Double

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    Definition Classes
    H2OXGBoostParams

  99. def getTrainRatio(): Double

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    Definition Classes
    H2OAlgoParams

  100. def getTreeMethod(): TreeMethod

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    Definition Classes
    H2OXGBoostParams

  101. def getWeightCol(): String

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    Params

  103. def hasParam(paramName: String): Boolean

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    Definition Classes
    DeprecatableParams → Params

  104. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  106. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  107. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

  109. def intParam(name: String, doc: Option[String] = None): IntParam

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  112. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  114. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  115. final val keepCrossValidationFoldAssignment: BooleanParam

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    Definition Classes
    H2OAlgoParams

  116. final val keepCrossValidationPredictions: BooleanParam

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    Definition Classes
    H2OAlgoParams

  117. final val labelCol: Param[String]

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    Definition Classes
    H2OAlgoParams

  118. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  125. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  130. def longParam(name: String, doc: Option[String] = None): LongParam

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    AnyRef

  133. final val nfolds: IntParam

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    Definition Classes
    H2OAlgoParams

  134. final def notify(): Unit

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    Definition Classes
    AnyRef

  135. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  136. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

  138. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

  140. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

  142. final val parallelizeCrossValidation: BooleanParam

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    Definition Classes
    H2OAlgoParams

  143. def param[T](name: String, doc: Option[String] = None): Param[T]

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

  145. def paramTag: ClassTag[XGBoostParameters]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams → H2OAlgoParamsHelper

  146. var parameters: XGBoostParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  148. final val ratio: DoubleParam

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    Definition Classes
    H2OAlgoParams

  149. def renamingMap: Map[String, String]

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    When a parameter is renamed, the mapping 'old name' -> 'new name' should be added into this map.

    When a parameter is renamed, the mapping 'old name' -> 'new name' should be added into this map.

    Attributes
    protected
    Definition Classes
    H2OAlgoParams → DeprecatableParams

  150. def save(path: String): Unit

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

  151. def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams → H2OAlgoParamsHelper

  152. final val seed: LongParam

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    Definition Classes
    H2OAlgoParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  156. def setAllStringColumnsToCategorical(transform: Boolean): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgoParams

  157. def setBackend(value: Backend): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  158. def setBooster(value: Booster): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

  162. def setColsampleBytree(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OAlgoParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  168. def setDistribution(value: DistributionFamily): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgoParams

  169. def setDmatrixType(value: DMatrixType): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OAlgoParams

  172. def setFeaturesCols(cols: Array[String]): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

  177. def setGrowPolicy(value: GrowPolicy): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  178. def setInitialScoreInterval(value: Int): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OXGBoostParams

  183. def setLearnRateAnnealing(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

  190. def setMinDataInLeaf(value: Float): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

  193. def setMinSumHessianInLeaf(value: Float): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  194. def setMissingValuesHandling(value: MissingValuesHandling): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  195. def setNEstimators(value: Int): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OAlgoParams

  197. def setNormalizeType(value: DartNormalizeType): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OAlgoParams

  202. def setParams(params: XGBoostParameters): Unit

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    Definition Classes
    H2OAlgoParamsHelper

  203. def setPredictionCol(value: String): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgoParams
    Annotations
    @DeprecatedMethod( "setLabelCol" )

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

  209. def setSampleType(value: DartSampleType): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  210. def setScoreInterval(value: Int): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

  215. def setTrainRatio(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgoParams

  216. def setTreeMethod(value: TreeMethod): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OAlgoParams

  218. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

  220. def stringParam(name: String, doc: Option[String] = None): Param[String]

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    AnyRef

  223. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  224. def trainModel(params: XGBoostParameters): H2OMOJOModel

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    Definition Classes
    H2OXGBoost → H2OAlgorithm

  225. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  227. val uid: String

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    Definition Classes
    H2OXGBoost → Identifiable

  228. def updateH2OParams(): Unit

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    Update H2O params based on provided parameters to Spark Transformer/Estimator

    Update H2O params based on provided parameters to Spark Transformer/Estimator

    Definition Classes
    H2OXGBoostParams → H2OAlgoParams

  229. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  232. final val weightCol: NullableStringParam

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    Definition Classes
    H2OAlgoParams

  233. def write: MLWriter

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    Definition Classes
    H2OAlgorithm → MLWritable
    Annotations
    @Since( "1.6.0" )

Inherited from H2OXGBoostParams

Inherited from H2OAlgorithm[XGBoostParameters, H2OMOJOModel]

Inherited from H2OAlgoParams[XGBoostParameters]

Inherited from DeprecatableParams

Inherited from H2OAlgoParamsHelper[XGBoostParameters]

Inherited from MLWritable

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