Trait

ml.dmlc.xgboost4j.scala.spark

OkXGBoostClassifierParams

Related Doc: package spark

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trait OkXGBoostClassifierParams extends XGBoostClassifierParams with OkXGBoostParams

Linear Supertypes
OkXGBoostParams, HasPredictionCol, HasFeaturesCol, XGBoostClassifierParams, NonParamVariables, HasContribPredictionCol, HasLeafPredictionCol, ParamMapFuncs, HasNumClass, HasBaseMarginCol, HasWeightCol, BoosterParams, LearningTaskParams, GeneralParams, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
XGBoostClassifier, XGClassificationModelWrapper
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Inherited
  1. OkXGBoostClassifierParams
  2. OkXGBoostParams
  3. HasPredictionCol
  4. HasFeaturesCol
  5. XGBoostClassifierParams
  6. NonParamVariables
  7. HasContribPredictionCol
  8. HasLeafPredictionCol
  9. ParamMapFuncs
  10. HasNumClass
  11. HasBaseMarginCol
  12. HasWeightCol
  13. BoosterParams
  14. LearningTaskParams
  15. GeneralParams
  16. Params
  17. Serializable
  18. Serializable
  19. Identifiable
  20. AnyRef
  21. Any
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Visibility
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Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params

  2. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
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  2. final def ##(): Int

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    Definition Classes
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  3. final def $[T](param: Param[T]): T

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    protected
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    Params

  4. final def ==(arg0: Any): Boolean

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    Definition Classes
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  5. def MLlib2XGBoostParams: Map[String, Any]

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    Definition Classes
    ParamMapFuncs

  6. def XGBoostToMLlibParams(xgboostParams: Map[String, Any]): Unit

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    Definition Classes
    ParamMapFuncs

  7. val addRawTrees: BooleanParam

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    Definition Classes
    OkXGBoostParams

  8. val addSignificance: BooleanParam

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    Definition Classes
    OkXGBoostParams

  9. final val alpha: DoubleParam

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    Definition Classes
    BoosterParams

  10. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  11. final val baseMarginCol: Param[String]

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    Definition Classes
    HasBaseMarginCol

  12. final val baseScore: DoubleParam

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    Definition Classes
    LearningTaskParams

  13. final val cacheTrainingSet: BooleanParam

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    Definition Classes
    LearningTaskParams

  14. final val checkpointInterval: IntParam

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    Definition Classes
    GeneralParams

  15. final val checkpointPath: Param[String]

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    Definition Classes
    GeneralParams

  16. final def clear(param: Param[_]): OkXGBoostClassifierParams.this.type

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    Definition Classes
    Params

  17. def clone(): AnyRef

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

  18. final val colsampleBylevel: DoubleParam

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    Definition Classes
    BoosterParams

  19. final val colsampleBytree: DoubleParam

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    Definition Classes
    BoosterParams

  20. final val contribPredictionCol: Param[String]

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    Definition Classes
    HasContribPredictionCol

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

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    protected
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    Params

  22. final val customEval: CustomEvalParam

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    GeneralParams

  23. final val customObj: CustomObjParam

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    Definition Classes
    GeneralParams

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

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    Params

  25. def densifyIfNeeded(dataset: Dataset[_]): Dataset[_]

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    Attributes
    protected
    Definition Classes
    OkXGBoostParams

  26. val densifyInput: BooleanParam

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    Definition Classes
    OkXGBoostParams

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

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    Definition Classes
    AnyRef

  28. def equals(arg0: Any): Boolean

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    Definition Classes
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  29. final val eta: DoubleParam

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    Definition Classes
    BoosterParams

  30. final val evalMetric: Param[String]

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    Definition Classes
    LearningTaskParams

  31. var evalSetsMap: Map[String, DataFrame]

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    protected
    Definition Classes
    NonParamVariables

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

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    Definition Classes
    Params

  33. def explainParams(): String

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    Definition Classes
    Params

  34. final def extractParamMap(): ParamMap

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    Params

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

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    Definition Classes
    Params

  36. final val featuresCol: Param[String]

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    Definition Classes
    HasFeaturesCol

  37. def finalize(): Unit

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

  38. final val gamma: DoubleParam

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    Definition Classes
    BoosterParams

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

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    Params

  40. final def getAlpha: Double

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    Definition Classes
    BoosterParams

  41. final def getBaseMarginCol: String

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    Definition Classes
    HasBaseMarginCol

  42. final def getBaseScore: Double

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    Definition Classes
    LearningTaskParams

  43. final def getCheckpointInterval: Int

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    Definition Classes
    GeneralParams

  44. final def getCheckpointPath: String

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    Definition Classes
    GeneralParams

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

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    Definition Classes
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  46. final def getColsampleBylevel: Double

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    Definition Classes
    BoosterParams

  47. final def getColsampleBytree: Double

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    Definition Classes
    BoosterParams

  48. final def getContribPredictionCol: String

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    Definition Classes
    HasContribPredictionCol

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

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    Definition Classes
    Params

  50. final def getEta: Double

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    Definition Classes
    BoosterParams

  51. final def getEvalMetric: String

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    Definition Classes
    LearningTaskParams

  52. def getEvalSets(params: Map[String, Any]): Map[String, DataFrame]

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    Definition Classes
    NonParamVariables

  53. final def getFeaturesCol: String

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    Definition Classes
    HasFeaturesCol

  54. final def getGamma: Double

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    BoosterParams

  55. final def getGrowPolicy: String

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    BoosterParams

  56. final def getInteractionConstraints: String

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    BoosterParams

  57. final def getLambda: Double

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    BoosterParams

  58. final def getLambdaBias: Double

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    Definition Classes
    BoosterParams

  59. final def getLeafPredictionCol: String

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    Definition Classes
    HasLeafPredictionCol

  60. final def getMaxBins: Int

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    Definition Classes
    BoosterParams

  61. final def getMaxDeltaStep: Double

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    BoosterParams

  62. final def getMaxDepth: Int

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    BoosterParams

  63. final def getMaxLeaves: Int

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    BoosterParams

  64. final def getMaximizeEvaluationMetrics: Boolean

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    Definition Classes
    LearningTaskParams

  65. final def getMinChildWeight: Double

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    BoosterParams

  66. final def getMissing: Float

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    Definition Classes
    GeneralParams

  67. final def getMonotoneConstraints: String

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    BoosterParams

  68. final def getNormalizeType: String

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    BoosterParams

  69. final def getNthread: Int

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    Definition Classes
    GeneralParams

  70. final def getNumClass: Int

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    Definition Classes
    HasNumClass

  71. final def getNumEarlyStoppingRounds: Int

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    LearningTaskParams

  72. final def getNumRound: Int

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    GeneralParams

  73. final def getNumWorkers: Int

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    GeneralParams

  74. final def getObjective: String

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    LearningTaskParams

  75. final def getObjectiveType: String

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    LearningTaskParams

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

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    Params

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

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    Params

  78. final def getPredictionCol: String

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    Definition Classes
    HasPredictionCol

  79. final def getRateDrop: Double

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    BoosterParams

  80. final def getSampleType: String

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    BoosterParams

  81. final def getScalePosWeight: Double

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    BoosterParams

  82. final def getSeed: Long

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    Definition Classes
    GeneralParams

  83. final def getSilent: Int

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    Definition Classes
    GeneralParams

  84. final def getSketchEps: Double

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    BoosterParams

  85. final def getSkipDrop: Double

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    BoosterParams

  86. final def getSubsample: Double

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    Definition Classes
    BoosterParams

  87. final def getTimeoutRequestWorkers: Long

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    Definition Classes
    GeneralParams

  88. final def getTrainTestRatio: Double

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    LearningTaskParams

  89. final def getTreeLimit: Int

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    BoosterParams

  90. final def getTreeMethod: String

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    BoosterParams

  91. final def getUseExternalMemory: Boolean

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    GeneralParams

  92. final def getVerbosity: Int

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    GeneralParams

  93. final def getWeightCol: String

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    Definition Classes
    HasWeightCol

  94. final val growPolicy: Param[String]

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    BoosterParams

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

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    Params

  96. def hasParam(paramName: String): Boolean

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    Params

  97. def hashCode(): Int

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  98. final val interactionConstraints: Param[String]

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    BoosterParams

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

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  100. final def isInstanceOf[T0]: Boolean

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    Any

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

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  102. final val lambda: DoubleParam

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    BoosterParams

  103. final val lambdaBias: DoubleParam

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    Definition Classes
    BoosterParams

  104. final val leafPredictionCol: Param[String]

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    Definition Classes
    HasLeafPredictionCol

  105. final val maxBins: IntParam

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    Definition Classes
    BoosterParams

  106. final val maxDeltaStep: DoubleParam

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    Definition Classes
    BoosterParams

  107. final val maxDepth: IntParam

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    Definition Classes
    BoosterParams

  108. final val maxLeaves: IntParam

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    Definition Classes
    BoosterParams

  109. final val maximizeEvaluationMetrics: BooleanParam

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    Definition Classes
    LearningTaskParams

  110. final val minChildWeight: DoubleParam

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    Definition Classes
    BoosterParams

  111. final val missing: FloatParam

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    Definition Classes
    GeneralParams

  112. final val monotoneConstraints: Param[String]

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    BoosterParams

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

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  114. final val normalizeType: Param[String]

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    BoosterParams

  115. final def notify(): Unit

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  116. final def notifyAll(): Unit

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    AnyRef

  117. final val nthread: IntParam

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    GeneralParams

  118. final val numClass: IntParam

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    Definition Classes
    HasNumClass

  119. final val numEarlyStoppingRounds: IntParam

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    Definition Classes
    LearningTaskParams

  120. final val numRound: IntParam

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    Definition Classes
    GeneralParams

  121. final val numWorkers: IntParam

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    Definition Classes
    GeneralParams

  122. final val objective: Param[String]

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    Definition Classes
    LearningTaskParams

  123. final val objectiveType: Param[String]

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    Definition Classes
    LearningTaskParams

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

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    Definition Classes
    Params

  125. val predictAsDouble: BooleanParam

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    Definition Classes
    OkXGBoostParams

  126. final val predictionCol: Param[String]

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    Definition Classes
    HasPredictionCol

  127. final val rateDrop: DoubleParam

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    Definition Classes
    BoosterParams

  128. final val sampleType: Param[String]

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    BoosterParams

  129. final val scalePosWeight: DoubleParam

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    BoosterParams

  130. final val seed: LongParam

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    GeneralParams

  131. final def set(paramPair: ParamPair[_]): OkXGBoostClassifierParams.this.type

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  132. final def set(param: String, value: Any): OkXGBoostClassifierParams.this.type

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

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    Definition Classes
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  134. def setAddRawTrees(value: Boolean): OkXGBoostClassifierParams.this.type

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    Definition Classes
    OkXGBoostParams

  135. def setAddSignificance(value: Boolean): OkXGBoostClassifierParams.this.type

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    Definition Classes
    OkXGBoostParams

  136. final def setDefault(paramPairs: ParamPair[_]*): OkXGBoostClassifierParams.this.type

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

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  138. def setDensifyInput(value: Boolean): OkXGBoostClassifierParams.this.type

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    Definition Classes
    OkXGBoostParams

  139. def setEvalSets(evalSets: Map[String, DataFrame]): OkXGBoostClassifierParams.this.type

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    Definition Classes
    NonParamVariables

  140. def setPredictAsDouble(value: Boolean): OkXGBoostClassifierParams.this.type

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    Definition Classes
    OkXGBoostParams

  141. final val silent: IntParam

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    GeneralParams

  142. final val sketchEps: DoubleParam

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    BoosterParams

  143. final val skipDrop: DoubleParam

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    BoosterParams

  144. final val subsample: DoubleParam

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    BoosterParams

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

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    AnyRef

  146. final val timeoutRequestWorkers: LongParam

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    GeneralParams

  147. def toString(): String

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    Identifiable → AnyRef → Any

  148. final val trackerConf: TrackerConfParam

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    GeneralParams

  149. final val trainTestRatio: DoubleParam

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    LearningTaskParams

  150. final val treeLimit: IntParam

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    BoosterParams

  151. final val treeMethod: Param[String]

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    BoosterParams

  152. final val useExternalMemory: BooleanParam

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    GeneralParams

  153. final val verbosity: IntParam

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    GeneralParams

  154. final def wait(): Unit

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    Annotations
    @throws( ... )

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

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    @throws( ... )

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

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  157. final val weightCol: Param[String]

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    Definition Classes
    HasWeightCol

Inherited from OkXGBoostParams

Inherited from HasPredictionCol

Inherited from HasFeaturesCol

Inherited from XGBoostClassifierParams

Inherited from NonParamVariables

Inherited from HasContribPredictionCol

Inherited from HasLeafPredictionCol

Inherited from ParamMapFuncs

Inherited from HasNumClass

Inherited from HasBaseMarginCol

Inherited from HasWeightCol

Inherited from BoosterParams

Inherited from LearningTaskParams

Inherited from GeneralParams

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped