Class/Object

ai.h2o.sparkling.ml.algos

H2OXGBoost

Related Docs: object H2OXGBoost | package algos

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class H2OXGBoost extends H2OTreeBasedSupervisedAlgorithm[XGBoostParameters] with H2OXGBoostParams

H2O XGBoost algorithm exposed via Spark ML pipelines.

Linear Supertypes
H2OXGBoostParams, HasStoppingCriteria[XGBoostParameters], HasMonotoneConstraints, H2OTreeBasedSupervisedAlgorithm[XGBoostParameters], H2OTreeBasedSupervisedMOJOParams, H2OSupervisedAlgorithm[XGBoostParameters], H2OAlgoSupervisedParams[XGBoostParameters], H2OCommonSupervisedParams, H2OSupervisedMOJOParams, H2OAlgorithm[XGBoostParameters], H2OAlgoCommonParams[XGBoostParameters], H2OAlgoParamsHelper[XGBoostParameters], DefaultParamsWritable, MLWritable, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OCommonParams, H2OMOJOAlgoSharedParams, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OXGBoost
  2. H2OXGBoostParams
  3. HasStoppingCriteria
  4. HasMonotoneConstraints
  5. H2OTreeBasedSupervisedAlgorithm
  6. H2OTreeBasedSupervisedMOJOParams
  7. H2OSupervisedAlgorithm
  8. H2OAlgoSupervisedParams
  9. H2OCommonSupervisedParams
  10. H2OSupervisedMOJOParams
  11. H2OAlgorithm
  12. H2OAlgoCommonParams
  13. H2OAlgoParamsHelper
  14. DefaultParamsWritable
  15. MLWritable
  16. H2OAlgoCommonUtils
  17. EstimatorCommonUtils
  18. RestCommunication
  19. RestEncodingUtils
  20. H2OCommonParams
  21. H2OMOJOAlgoSharedParams
  22. Logging
  23. Estimator
  24. PipelineStage
  25. Logging
  26. Params
  27. Serializable
  28. Serializable
  29. Identifiable
  30. AnyRef
  31. 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
    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. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  8. def checkResponseCode(connection: HttpURLConnection): Unit

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    Definition Classes
    RestCommunication

  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. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  12. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  13. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  18. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  26. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  28. def explainParams(): String

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    Definition Classes
    Params

  29. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  31. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  32. def finalize(): Unit

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

  33. def fit(dataset: Dataset[_]): H2OTreeBasedSupervisedMOJOModel

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    Definition Classes
    H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  39. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    Params

  41. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  42. def getBackend(): String

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    Definition Classes
    H2OXGBoostParams

  43. def getBooster(): String

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    AnyRef → Any

  45. def getColSampleByLevel(): Double

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    Definition Classes
    H2OXGBoostParams

  46. def getColSampleByTree(): Double

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    Definition Classes
    H2OXGBoostParams

  47. def getColSampleRate(): Double

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    Definition Classes
    H2OXGBoostParams

  48. def getColSampleRatePerTree(): Double

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    Definition Classes
    H2OXGBoostParams

  49. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  50. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  51. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  53. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  54. def getDistribution(): String

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    Definition Classes
    H2OAlgoCommonParams

  55. def getDmatrixType(): String

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    Definition Classes
    H2OXGBoostParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  57. def getEta(): Double

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    Definition Classes
    H2OXGBoostParams

  58. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams

  59. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  60. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams

  61. def getGamma(): Float

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    Definition Classes
    H2OXGBoostParams

  62. def getGpuId(): Int

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    Definition Classes
    H2OXGBoostParams

  63. def getGrowPolicy(): String

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    Definition Classes
    H2OXGBoostParams

  64. def getH2ODoc(fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  65. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  66. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  67. def getLabelCol(): String

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    Definition Classes
    H2OCommonSupervisedParams

  68. def getLearnRate(): Double

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    Definition Classes
    H2OXGBoostParams

  69. def getMaxAbsLeafnodePred(): Float

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    Definition Classes
    H2OXGBoostParams

  70. def getMaxBins(): Int

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    Definition Classes
    H2OXGBoostParams

  71. def getMaxDeltaStep(): Float

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    Definition Classes
    H2OXGBoostParams

  72. def getMaxDepth(): Int

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    Definition Classes
    H2OXGBoostParams

  73. def getMaxLeaves(): Int

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    Definition Classes
    H2OXGBoostParams

  74. def getMinChildWeight(): Double

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    Definition Classes
    H2OXGBoostParams

  75. def getMinDataInLeaf(): Float

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    Definition Classes
    H2OXGBoostParams

  76. def getMinRows(): Double

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    Definition Classes
    H2OXGBoostParams

  77. def getMinSplitImprovement(): Float

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    Definition Classes
    H2OXGBoostParams

  78. def getMinSumHessianInLeaf(): Float

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    Definition Classes
    H2OXGBoostParams

  79. def getModelId(): String

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    HasMonotoneConstraints

  81. def getMonotoneConstraintsAsKeyValuePairs(): Array[KeyValue]

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    Attributes
    protected
    Definition Classes
    HasMonotoneConstraints

  82. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  83. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

  84. def getNormalizeType(): String

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    Definition Classes
    H2OXGBoostParams

  85. def getNthread(): Int

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    Definition Classes
    H2OXGBoostParams

  86. def getNtrees(): Int

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    Definition Classes
    H2OTreeBasedSupervisedMOJOParams

  87. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams

  88. def getOneDrop(): Boolean

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    Params

  90. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    Params

  92. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  93. def getQuietMode(): Boolean

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    Definition Classes
    H2OXGBoostParams

  94. def getRateDrop(): Float

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    Definition Classes
    H2OXGBoostParams

  95. def getRegAlpha(): Float

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    Definition Classes
    H2OXGBoostParams

  96. def getRegLambda(): Float

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    Definition Classes
    H2OXGBoostParams

  97. def getSampleRate(): Double

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    Definition Classes
    H2OXGBoostParams

  98. def getSampleType(): String

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    Definition Classes
    H2OXGBoostParams

  99. def getScoreTreeInterval(): Int

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    Definition Classes
    H2OXGBoostParams

  100. def getSeed(): Long

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    Definition Classes
    H2OCommonParams

  101. def getSkipDrop(): Float

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    Definition Classes
    H2OXGBoostParams

  102. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  103. def getStoppingMetric(): String

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    Definition Classes
    HasStoppingCriteria

  104. def getStoppingRounds(): Int

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    Definition Classes
    HasStoppingCriteria

  105. def getStoppingTolerance(): Double

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    Definition Classes
    HasStoppingCriteria

  106. def getSubsample(): Double

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    Definition Classes
    H2OXGBoostParams

  107. def getTreeMethod(): String

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    Definition Classes
    H2OXGBoostParams

  108. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

  109. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  111. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  112. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  113. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  114. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  121. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  122. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  124. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  125. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams

  126. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  133. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  140. final val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams

  141. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    AnyRef

  143. final val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  144. final def notify(): Unit

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    Definition Classes
    AnyRef

  145. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  146. final val ntrees: IntParam

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    Attributes
    protected
    Definition Classes
    H2OTreeBasedSupervisedMOJOParams

  147. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  157. def paramTag: ClassTag[XGBoostParameters]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams → H2OAlgoParamsHelper

  158. var parameters: XGBoostParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  160. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  161. def prepareDatasetForFitting(dataset: Dataset[_]): (H2OFrame, Option[H2OFrame], Array[String])

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

  162. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm

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

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    Definition Classes
    RestCommunication

  164. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean): InputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    RestCommunication

  166. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  167. def save(path: String): Unit

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

  168. def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected
    Definition Classes
    H2OXGBoostParams → H2OAlgoParamsHelper

  169. final val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  173. def setAllStringColumnsToCategorical(value: Boolean): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )

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

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    Definition Classes
    H2OXGBoostParams

  175. def setBooster(value: String): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

  177. def setColSampleByTree(value: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  182. def setConvertInvalidNumbersToNa(value: Boolean): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  186. def setDetailedPredictionCol(columnName: String): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams

  187. def setDistribution(value: String): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgoCommonParams

  188. def setDmatrixType(value: String): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OCommonParams

  191. def setFeaturesCols(columnNames: Array[String]): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  193. def setFoldCol(columnName: String): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

  196. def setGrowPolicy(value: String): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    H2OAlgoCommonParams

  199. def setLabelCol(columnName: String): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonSupervisedParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

  211. def setModelId(id: String): H2OXGBoost.this.type

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    Definition Classes
    H2OAlgoCommonParams

  212. def setMonotoneConstraints(value: Map[String, Double]): H2OXGBoost.this.type

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    Definition Classes
    HasMonotoneConstraints

  213. def setNamedMojoOutputColumns(value: Boolean): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  215. def setNormalizeType(value: String): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

  218. def setOffsetCol(columnName: String): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonSupervisedParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OAlgoCommonParams

  221. def setPredictionCol(columnName: String): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

  227. def setSampleType(value: String): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OXGBoostParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OXGBoostParams

  231. def setSplitRatio(ratio: Double): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams

  232. def setStoppingMetric(value: String): H2OXGBoost.this.type

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    Definition Classes
    HasStoppingCriteria

  233. def setStoppingRounds(value: Int): H2OXGBoost.this.type

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    Definition Classes
    HasStoppingCriteria

  234. def setStoppingTolerance(value: Double): H2OXGBoost.this.type

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    Definition Classes
    HasStoppingCriteria

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

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    Definition Classes
    H2OXGBoostParams

  236. def setTreeMethod(value: String): H2OXGBoost.this.type

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    Definition Classes
    H2OXGBoostParams

  237. def setWeightCol(columnName: String): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams

  238. def setWithDetailedPredictionCol(enabled: Boolean): H2OXGBoost.this.type

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    Definition Classes
    H2OCommonParams

  239. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  244. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  248. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  250. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  252. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  254. val uid: String

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    Definition Classes
    H2OXGBoost → Identifiable

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

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    Definition Classes
    RestCommunication

  256. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  259. final val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  260. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  261. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from H2OXGBoostParams

Inherited from HasStoppingCriteria[XGBoostParameters]

Inherited from HasMonotoneConstraints

Inherited from H2OTreeBasedSupervisedAlgorithm[XGBoostParameters]

Inherited from H2OTreeBasedSupervisedMOJOParams

Inherited from H2OSupervisedAlgorithm[XGBoostParameters]

Inherited from H2OAlgoSupervisedParams[XGBoostParameters]

Inherited from H2OCommonSupervisedParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OAlgorithm[XGBoostParameters]

Inherited from H2OAlgoCommonParams[XGBoostParameters]

Inherited from H2OAlgoParamsHelper[XGBoostParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from H2OCommonParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from Logging

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