Class/Object

org.apache.spark.ml.h2o.algos

H2OXGBoost

Related Docs: object H2OXGBoost | package algos

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class H2OXGBoost extends H2OAlgorithm[XGBoostParameters] with H2OXGBoostParams

H2O XGBoost algorithm exposed via Spark ML pipelines.

Linear Supertypes
H2OXGBoostParams, H2OAlgorithm[XGBoostParameters], H2OAlgoParams[XGBoostParameters], DeprecatableParams, H2OAlgoParamsHelper[XGBoostParameters], DefaultParamsWritable, MLWritable, H2OAlgorithmCommons, H2OCommonParams, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OXGBoost
  2. H2OXGBoostParams
  3. H2OAlgorithm
  4. H2OAlgoParams
  5. DeprecatableParams
  6. H2OAlgoParamsHelper
  7. DefaultParamsWritable
  8. MLWritable
  9. H2OAlgorithmCommons
  10. H2OCommonParams
  11. Estimator
  12. PipelineStage
  13. Logging
  14. Params
  15. Serializable
  16. Serializable
  17. Identifiable
  18. AnyRef
  19. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OXGBoost()

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  2. new H2OXGBoost(uid: String)

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Type Members

  1. type H2O_SCHEMA = XGBoostParametersV3

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    Definition Classes
    H2OXGBoostParamsH2OAlgoParamsHelper

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 def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  7. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  8. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  9. final def clear(param: Param[_]): H2OXGBoost.this.type

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    Definition Classes
    Params
  10. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  11. def copy(extra: ParamMap): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params
  12. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  13. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  14. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  15. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  16. def doubleParam(name: String, doc: Option[String] = None): DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  17. def doubleParam(name: String, doc: String): DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  18. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  19. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  20. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  21. def explainParams(): String

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    Definition Classes
    Params
  22. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  23. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  24. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  25. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  26. def fit(dataset: Dataset[_]): H2OMOJOModel

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    Definition Classes
    H2OAlgorithm → Estimator
  27. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  28. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  29. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  30. def floatParam(name: String, doc: Option[String] = None): FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  31. def floatParam(name: String, doc: String): FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  32. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  33. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OAlgoParams
  34. def getBackend(): Backend

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    Definition Classes
    H2OXGBoostParams
  35. def getBooster(): Booster

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    Definition Classes
    H2OXGBoostParams
  36. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  37. def getColSampleByLevel(): Double

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    Definition Classes
    H2OXGBoostParams
  38. def getColSampleRate(): Double

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    Definition Classes
    H2OXGBoostParams
  39. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2OXGBoostParams
  40. def getColsampleBytree(): Double

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    Definition Classes
    H2OXGBoostParams
  41. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OAlgoParams
  42. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OAlgoParams
  43. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  44. def getDistribution(): DistributionFamily

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    Definition Classes
    H2OAlgoParams
  45. def getDmatrixType(): DMatrixType

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    Definition Classes
    H2OXGBoostParams
  46. def getDoc(doc: Option[String], fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  47. def getEta(): Double

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    Definition Classes
    H2OXGBoostParams
  48. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  49. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams
  50. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams
  51. def getGamma(): Float

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    Definition Classes
    H2OXGBoostParams
  52. def getGpuId(): Int

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    Definition Classes
    H2OXGBoostParams
  53. def getGrowPolicy(): GrowPolicy

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    Definition Classes
    H2OXGBoostParams
  54. def getH2ODoc(fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  55. def getInitialScoreInterval(): Int

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    Definition Classes
    H2OXGBoostParams
  56. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoParams
  57. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoParams
  58. def getLabelCol(): String

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    Definition Classes
    H2OCommonParams
  59. def getLearnRate(): Double

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    Definition Classes
    H2OXGBoostParams
  60. def getLearnRateAnnealing(): Double

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    Definition Classes
    H2OXGBoostParams
  61. def getMaxAbsLeafnodePred(): Float

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    Definition Classes
    H2OXGBoostParams
  62. def getMaxBins(): Int

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    Definition Classes
    H2OXGBoostParams
  63. def getMaxDeltaStep(): Float

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    Definition Classes
    H2OXGBoostParams
  64. def getMaxDepth(): Int

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    Definition Classes
    H2OXGBoostParams
  65. def getMaxLeaves(): Int

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    Definition Classes
    H2OXGBoostParams
  66. def getMinChildWeight(): Double

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    Definition Classes
    H2OXGBoostParams
  67. def getMinDataInLeaf(): Float

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    Definition Classes
    H2OXGBoostParams
  68. def getMinRows(): Double

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    Definition Classes
    H2OXGBoostParams
  69. def getMinSplitImprovement(): Float

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    Definition Classes
    H2OXGBoostParams
  70. def getMinSumHessianInLeaf(): Float

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    Definition Classes
    H2OXGBoostParams
  71. def getMissingValuesHandling(): MissingValuesHandling

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    Definition Classes
    H2OXGBoostParams
  72. def getNEstimators(): Int

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    Definition Classes
    H2OXGBoostParams
  73. def getNfolds(): Int

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    Definition Classes
    H2OAlgoParams
  74. def getNormalizeType(): DartNormalizeType

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    Definition Classes
    H2OXGBoostParams
  75. def getNthread(): Int

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    Definition Classes
    H2OXGBoostParams
  76. def getNtrees(): Int

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    Definition Classes
    H2OXGBoostParams
  77. def getOneDrop(): Boolean

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    Definition Classes
    H2OXGBoostParams
  78. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  79. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoParams
  80. def getParam(paramName: String): Param[Any]

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    Definition Classes
    DeprecatableParams → Params
  81. def getPredictionCol(): String

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    Definition Classes
    H2OAlgoParams
    Annotations
    @DeprecatedMethod( "getLabelCol" )
  82. def getQuietMode(): Boolean

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    Definition Classes
    H2OXGBoostParams
  83. def getRateDrop(): Float

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    Definition Classes
    H2OXGBoostParams
  84. def getRegAlpha(): Float

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    Definition Classes
    H2OXGBoostParams
  85. def getRegLambda(): Float

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    Definition Classes
    H2OXGBoostParams
  86. def getSampleRate(): Double

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    Definition Classes
    H2OXGBoostParams
  87. def getSampleType(): DartSampleType

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    Definition Classes
    H2OXGBoostParams
  88. def getScoreInterval(): Int

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    Definition Classes
    H2OXGBoostParams
  89. def getScoreTreeInterval(): Int

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    Definition Classes
    H2OXGBoostParams
  90. def getSeed(): Long

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    Definition Classes
    H2OAlgoParams
  91. def getSkipDrop(): Float

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    Definition Classes
    H2OXGBoostParams
  92. def getSubsample(): Double

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    Definition Classes
    H2OXGBoostParams
  93. def getTrainRatio(): Double

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    Definition Classes
    H2OAlgoParams
  94. def getTreeMethod(): TreeMethod

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    Definition Classes
    H2OXGBoostParams
  95. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams
  96. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  97. def hasParam(paramName: String): Boolean

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    Definition Classes
    DeprecatableParams → Params
  98. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  99. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  100. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  101. def intArrayParam(name: String, doc: String): IntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  102. def intParam(name: String, doc: Option[String] = None): IntParam

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  103. def intParam(name: String, doc: String): IntParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  104. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  105. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  106. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  107. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  108. def log: Logger

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    Attributes
    protected
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    Logging
  109. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  110. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
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    Logging
  111. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
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    Logging
  112. def logError(msg: ⇒ String): Unit

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

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    Attributes
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    Logging
  114. def logInfo(msg: ⇒ String): Unit

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    Attributes
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    Logging
  115. def logName: String

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    Attributes
    protected
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    Logging
  116. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
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    Logging
  117. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
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    Logging
  118. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
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    Logging
  119. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
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    Logging
  120. def longParam(name: String, doc: Option[String] = None): LongParam

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    protected
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    H2OAlgoParamsHelper
  121. def longParam(name: String, doc: String): LongParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  122. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  123. final def notify(): Unit

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    Definition Classes
    AnyRef
  124. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  125. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam

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    Attributes
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    H2OAlgoParamsHelper
  126. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  127. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  128. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

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    Attributes
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    H2OAlgoParamsHelper
  129. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam

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    Attributes
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    H2OAlgoParamsHelper
  130. def nullableStringParam(name: String, doc: String): NullableStringParam

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    Attributes
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    H2OAlgoParamsHelper
  131. def param[T](name: String, doc: Option[String] = None): Param[T]

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    Attributes
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    H2OAlgoParamsHelper
  132. def param[T](name: String, doc: String): Param[T]

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    Attributes
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    H2OAlgoParamsHelper
  133. def paramTag: ClassTag[XGBoostParameters]

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    Attributes
    protected
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    H2OXGBoostParamsH2OAlgoParamsHelper
  134. var parameters: XGBoostParameters

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    Attributes
    protected
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    H2OAlgoParamsHelper
  135. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  136. def prepareDatasetForFitting(dataset: Dataset[_]): H2OFrame

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmCommons
  137. 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.

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    Definition Classes
    H2OAlgoParamsDeprecatableParams
  138. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  139. def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParamsH2OAlgoParamsHelper
  140. final def set(paramPair: ParamPair[_]): H2OXGBoost.this.type

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    Attributes
    protected
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    Params
  141. final def set(param: String, value: Any): H2OXGBoost.this.type

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    Attributes
    protected
    Definition Classes
    Params
  142. final def set[T](param: Param[T], value: T): H2OXGBoost.this.type

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    Definition Classes
    Params
  143. def setAllStringColumnsToCategorical(transform: Boolean): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgoParams
  144. def setBackend(value: Backend): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  145. def setBooster(value: Booster): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  146. def setColSampleByLevel(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  147. def setColSampleRate(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  148. def setColSampleRatePerTree(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  149. def setColsampleBytree(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  150. def setColumnsToCategorical(columns: Array[String]): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgoParams
  151. def setColumnsToCategorical(first: String, others: String*): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgoParams
  152. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgoParams
  153. final def setDefault(paramPairs: ParamPair[_]*): H2OXGBoost.this.type

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    Attributes
    protected
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    Params
  154. final def setDefault[T](param: Param[T], value: T): H2OXGBoost.this.type

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    Attributes
    protected
    Definition Classes
    Params
  155. def setDistribution(value: DistributionFamily): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgoParams
  156. def setDmatrixType(value: DMatrixType): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  157. def setEta(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  158. def setFeaturesCol(first: String): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams
  159. def setFeaturesCols(columnNames: Array[String]): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams
  160. def setFeaturesCols(first: String, others: String*): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams
  161. def setFoldCol(columnName: String): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams
  162. def setGamma(value: Float): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  163. def setGpuId(value: Int): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  164. def setGrowPolicy(value: GrowPolicy): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  165. def setInitialScoreInterval(value: Int): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  166. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgoParams
  167. def setKeepCrossValidationPredictions(value: Boolean): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgoParams
  168. def setLabelCol(columnName: String): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams
  169. def setLearnRate(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  170. def setLearnRateAnnealing(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  171. def setMaxAbsLeafnodePred(value: Float): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  172. def setMaxBins(value: Int): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  173. def setMaxDeltaStep(value: Float): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  174. def setMaxDepth(value: Int): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  175. def setMaxLeaves(value: Int): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  176. def setMinChildWeight(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  177. def setMinDataInLeaf(value: Float): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  178. def setMinRows(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  179. def setMinSplitImprovement(value: Float): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  180. def setMinSumHessianInLeaf(value: Float): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  181. def setMissingValuesHandling(value: MissingValuesHandling): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  182. def setNEstimators(value: Int): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  183. def setNfolds(value: Int): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgoParams
  184. def setNormalizeType(value: DartNormalizeType): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  185. def setNthread(value: Int): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  186. def setNtrees(value: Int): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  187. def setOneDrop(value: Boolean): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  188. def setParallelizeCrossValidation(value: Boolean): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgoParams
  189. def setPredictionCol(value: String): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgoParams
    Annotations
    @DeprecatedMethod( "setLabelCol" )
  190. def setQuietMode(value: Boolean): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  191. def setRateDrop(value: Float): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  192. def setRegAlpha(value: Float): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  193. def setRegLambda(value: Float): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  194. def setSampleRate(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  195. def setSampleType(value: DartSampleType): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  196. def setScoreInterval(value: Int): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  197. def setScoreTreeInterval(value: Int): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  198. def setSeed(value: Long): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgoParams
  199. def setSkipDrop(value: Float): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  200. def setSubsample(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  201. def setTrainRatio(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgoParams
  202. def setTreeMethod(value: TreeMethod): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams
  203. def setWeightCol(columnName: String): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams
  204. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  205. def stringArrayParam(name: String, doc: String): StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  206. def stringParam(name: String, doc: Option[String] = None): Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  207. def stringParam(name: String, doc: String): Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  208. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  209. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  210. def trainModel(params: XGBoostParameters): XGBoostModel

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    Definition Classes
    H2OXGBoostH2OAlgorithm
  211. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  212. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  213. val uid: String

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    Definition Classes
    H2OXGBoost → Identifiable
  214. 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
    H2OXGBoostParamsH2OAlgoParams
  215. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  216. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  217. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  218. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from H2OXGBoostParams

Inherited from H2OAlgorithm[XGBoostParameters]

Inherited from H2OAlgoParams[XGBoostParameters]

Inherited from DeprecatableParams

Inherited from H2OAlgoParamsHelper[XGBoostParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OAlgorithmCommons

Inherited from H2OCommonParams

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