Class/Object

py_sparkling.ml.algos

H2OXGBoost

Related Docs: object H2OXGBoost | package algos

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class H2OXGBoost extends org.apache.spark.ml.h2o.algos.H2OXGBoost with H2OXGBoostParams

H2O XGBoost Wrapper for PySparkling

Linear Supertypes
org.apache.spark.ml.h2o.algos.H2OXGBoost, H2OXGBoostParams, H2OAlgorithm[XGBoostParameters, H2OMOJOModel], H2OAlgoParams[XGBoostParameters], H2OAlgoParamsHelper[XGBoostParameters], MLWritable, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OXGBoost
  2. H2OXGBoost
  3. H2OXGBoostParams
  4. H2OAlgorithm
  5. H2OAlgoParams
  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 def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  38. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OAlgoParams

  39. def getBackend(): Backend

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    Definition Classes
    H2OXGBoostParams

  40. def getBooster(): Booster

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    AnyRef → Any

  42. def getColSampleByLevel(): Double

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    Definition Classes
    H2OXGBoostParams

  43. def getColSampleRate(): Double

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    Definition Classes
    H2OXGBoostParams

  44. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2OXGBoostParams

  45. def getColsampleBytree(): Double

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    Definition Classes
    H2OXGBoostParams

  46. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OAlgoParams

  47. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    Params

  49. def getDistribution(): DistributionFamily

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    Definition Classes
    H2OAlgoParams

  50. def getDmatrixType(): DMatrixType

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    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  52. def getEta(): Double

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    Definition Classes
    H2OXGBoostParams

  53. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgoParams

  54. def getGamma(): Float

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    Definition Classes
    H2OXGBoostParams

  55. def getGpuId(): Int

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    Definition Classes
    H2OXGBoostParams

  56. def getGrowPolicy(): GrowPolicy

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    Definition Classes
    H2OXGBoostParams

  57. def getH2ODoc(fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  58. def getInitialScoreInterval(): Int

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    Definition Classes
    H2OXGBoostParams

  59. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoParams

  60. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoParams

  61. def getLearnRate(): Double

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    Definition Classes
    H2OXGBoostParams

  62. def getLearnRateAnnealing(): Double

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    Definition Classes
    H2OXGBoostParams

  63. def getMaxAbsLeafnodePred(): Float

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    Definition Classes
    H2OXGBoostParams

  64. def getMaxBins(): Int

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    Definition Classes
    H2OXGBoostParams

  65. def getMaxDeltaStep(): Float

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    Definition Classes
    H2OXGBoostParams

  66. def getMaxDepth(): Int

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    Definition Classes
    H2OXGBoostParams

  67. def getMaxLeaves(): Int

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    Definition Classes
    H2OXGBoostParams

  68. def getMinChildWeight(): Double

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    Definition Classes
    H2OXGBoostParams

  69. def getMinDataInLeaf(): Float

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    Definition Classes
    H2OXGBoostParams

  70. def getMinRows(): Double

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    Definition Classes
    H2OXGBoostParams

  71. def getMinSplitImprovement(): Float

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    Definition Classes
    H2OXGBoostParams

  72. def getMinSumHessianInLeaf(): Float

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    Definition Classes
    H2OXGBoostParams

  73. def getMissingValuesHandling(): MissingValuesHandling

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    Definition Classes
    H2OXGBoostParams

  74. def getNEstimators(): Int

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    Definition Classes
    H2OXGBoostParams

  75. def getNfolds(): Int

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    Definition Classes
    H2OAlgoParams

  76. def getNormalizeType(): DartNormalizeType

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    Definition Classes
    H2OXGBoostParams

  77. def getNthread(): Int

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    Definition Classes
    H2OXGBoostParams

  78. def getNtrees(): Int

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    Definition Classes
    H2OXGBoostParams

  79. def getOneDrop(): Boolean

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  81. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    Params

  83. def getParams: XGBoostParameters

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    Definition Classes
    H2OAlgoParamsHelper

  84. def getPredictionCol(): String

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    Definition Classes
    H2OAlgoParams

  85. def getQuietMode(): Boolean

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    Definition Classes
    H2OXGBoostParams

  86. def getRateDrop(): Float

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    Definition Classes
    H2OXGBoostParams

  87. def getRegAlpha(): Float

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    Definition Classes
    H2OXGBoostParams

  88. def getRegLambda(): Float

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    Definition Classes
    H2OXGBoostParams

  89. def getSampleRate(): Double

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    Definition Classes
    H2OXGBoostParams

  90. def getSampleType(): DartSampleType

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    Definition Classes
    H2OXGBoostParams

  91. def getScoreInterval(): Int

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    Definition Classes
    H2OXGBoostParams

  92. def getScoreTreeInterval(): Int

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    Definition Classes
    H2OXGBoostParams

  93. def getSeed(): Long

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    Definition Classes
    H2OAlgoParams

  94. def getSkipDrop(): Float

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    Definition Classes
    H2OXGBoostParams

  95. def getSubsample(): Double

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    Definition Classes
    H2OXGBoostParams

  96. def getTrainRatio(): Double

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    Definition Classes
    H2OAlgoParams

  97. def getTreeMethod(): TreeMethod

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  99. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  100. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  102. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  108. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  110. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  111. final val keepCrossValidationFoldAssignment: BooleanParam

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    Definition Classes
    H2OAlgoParams

  112. final val keepCrossValidationPredictions: BooleanParam

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    Definition Classes
    H2OAlgoParams

  113. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  120. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    AnyRef

  128. final val nfolds: IntParam

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    Definition Classes
    H2OAlgoParams

  129. final def notify(): Unit

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    Definition Classes
    AnyRef

  130. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

  135. final val parallelizeCrossValidation: BooleanParam

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

  138. def paramTag: ClassTag[XGBoostParameters]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams → H2OAlgoParamsHelper

  139. var parameters: XGBoostParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  141. final val predictionCol: Param[String]

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    Definition Classes
    H2OAlgoParams

  142. final val ratio: DoubleParam

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    Definition Classes
    H2OAlgoParams

  143. def save(path: String): Unit

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

  144. def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams → H2OAlgoParamsHelper

  145. final val seed: LongParam

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    Definition Classes
    H2OAlgoParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OAlgoParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OAlgoParams

  193. def setParams(params: XGBoostParameters): Unit

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OAlgoParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    AnyRef

  213. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  214. def trainModel(params: XGBoostParameters): H2OMOJOModel

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    Definition Classes
    H2OXGBoost → H2OXGBoost → H2OAlgorithm

  215. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  217. val uid: String

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    Definition Classes
    H2OXGBoost → H2OXGBoost → Identifiable

  218. 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

  219. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  222. def write: MLWriter

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

Inherited from org.apache.spark.ml.h2o.algos.H2OXGBoost

Inherited from H2OXGBoostParams

Inherited from H2OAlgorithm[XGBoostParameters, H2OMOJOModel]

Inherited from H2OAlgoParams[XGBoostParameters]

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

getParam

setParam

Ungrouped