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, 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. HasContribPredictionCol
  7. HasLeafPredictionCol
  8. ParamMapFuncs
  9. HasNumClass
  10. HasBaseMarginCol
  11. HasWeightCol
  12. BoosterParams
  13. LearningTaskParams
  14. GeneralParams
  15. Params
  16. Serializable
  17. Serializable
  18. Identifiable
  19. AnyRef
  20. 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 checkpointInterval: IntParam

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    Definition Classes
    GeneralParams

  14. final val checkpointPath: Param[String]

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    Definition Classes
    GeneralParams

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

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    Definition Classes
    Params

  16. def clone(): AnyRef

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

  17. final val colsampleBylevel: DoubleParam

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    Definition Classes
    BoosterParams

  18. final val colsampleBytree: DoubleParam

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    Definition Classes
    BoosterParams

  19. final val contribPredictionCol: Param[String]

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    Definition Classes
    HasContribPredictionCol

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

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    protected
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    Params

  21. final val customEval: CustomEvalParam

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    GeneralParams

  22. final val customObj: CustomObjParam

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    GeneralParams

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

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    protected
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    Params

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

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    Attributes
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    Definition Classes
    OkXGBoostParams

  25. val densifyInput: BooleanParam

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    Definition Classes
    OkXGBoostParams

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

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    AnyRef

  27. def equals(arg0: Any): Boolean

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  28. final val eta: DoubleParam

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    Definition Classes
    BoosterParams

  29. final val evalMetric: Param[String]

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    LearningTaskParams

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

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    Params

  31. def explainParams(): String

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    Params

  32. final def extractParamMap(): ParamMap

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    Params

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

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    Definition Classes
    Params

  34. final val featuresCol: Param[String]

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    Definition Classes
    HasFeaturesCol

  35. def finalize(): Unit

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

  36. final val gamma: DoubleParam

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    BoosterParams

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

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    Params

  38. final def getAlpha: Double

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    Definition Classes
    BoosterParams

  39. final def getBaseMarginCol: String

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    Definition Classes
    HasBaseMarginCol

  40. final def getBaseScore: Double

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    Definition Classes
    LearningTaskParams

  41. final def getCheckpointInterval: Int

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    Definition Classes
    GeneralParams

  42. final def getCheckpointPath: String

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    Definition Classes
    GeneralParams

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

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    Definition Classes
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  44. final def getColsampleBylevel: Double

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    Definition Classes
    BoosterParams

  45. final def getColsampleBytree: Double

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    Definition Classes
    BoosterParams

  46. final def getContribPredictionCol: String

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    Definition Classes
    HasContribPredictionCol

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

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    Definition Classes
    Params

  48. final def getEta: Double

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    Definition Classes
    BoosterParams

  49. final def getEvalMetric: String

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    Definition Classes
    LearningTaskParams

  50. final def getFeaturesCol: String

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    Definition Classes
    HasFeaturesCol

  51. final def getGamma: Double

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    Definition Classes
    BoosterParams

  52. final def getGrowPolicy: String

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    Definition Classes
    BoosterParams

  53. final def getLambda: Double

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    BoosterParams

  54. final def getLambdaBias: Double

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    Definition Classes
    BoosterParams

  55. final def getLeafPredictionCol: String

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    Definition Classes
    HasLeafPredictionCol

  56. final def getMaxBins: Int

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    BoosterParams

  57. final def getMaxDeltaStep: Double

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    BoosterParams

  58. final def getMaxDepth: Int

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    BoosterParams

  59. final def getMaximizeEvaluationMetrics: Boolean

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    LearningTaskParams

  60. final def getMinChildWeight: Double

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    BoosterParams

  61. final def getMissing: Float

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    GeneralParams

  62. final def getNormalizeType: String

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    BoosterParams

  63. final def getNthread: Int

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    GeneralParams

  64. final def getNumClass: Int

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    Definition Classes
    HasNumClass

  65. final def getNumEarlyStoppingRounds: Int

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    LearningTaskParams

  66. final def getNumRound: Int

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    GeneralParams

  67. final def getNumWorkers: Int

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    Definition Classes
    GeneralParams

  68. final def getObjective: String

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    Definition Classes
    LearningTaskParams

  69. final def getObjectiveType: String

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    Definition Classes
    LearningTaskParams

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

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    Params

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

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    Params

  72. final def getPredictionCol: String

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    Definition Classes
    HasPredictionCol

  73. final def getRateDrop: Double

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    BoosterParams

  74. final def getSampleType: String

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    BoosterParams

  75. final def getScalePosWeight: Double

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    BoosterParams

  76. final def getSeed: Long

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    GeneralParams

  77. final def getSilent: Int

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    GeneralParams

  78. final def getSketchEps: Double

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    BoosterParams

  79. final def getSkipDrop: Double

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    BoosterParams

  80. final def getSubsample: Double

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    BoosterParams

  81. final def getTimeoutRequestWorkers: Long

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    GeneralParams

  82. final def getTrainTestRatio: Double

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    LearningTaskParams

  83. final def getTreeLimit: Int

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    BoosterParams

  84. final def getTreeMethod: String

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    BoosterParams

  85. final def getUseExternalMemory: Boolean

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    Definition Classes
    GeneralParams

  86. final def getWeightCol: String

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    Definition Classes
    HasWeightCol

  87. final val growPolicy: Param[String]

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    Definition Classes
    BoosterParams

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

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    Params

  89. def hasParam(paramName: String): Boolean

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  90. def hashCode(): Int

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

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  92. final def isInstanceOf[T0]: Boolean

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

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  94. final val lambda: DoubleParam

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    BoosterParams

  95. final val lambdaBias: DoubleParam

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    BoosterParams

  96. final val leafPredictionCol: Param[String]

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    Definition Classes
    HasLeafPredictionCol

  97. final val maxBins: IntParam

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    BoosterParams

  98. final val maxDeltaStep: DoubleParam

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    BoosterParams

  99. final val maxDepth: IntParam

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    BoosterParams

  100. final val maximizeEvaluationMetrics: BooleanParam

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    Definition Classes
    LearningTaskParams

  101. final val minChildWeight: DoubleParam

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    BoosterParams

  102. final val missing: FloatParam

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    GeneralParams

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

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    AnyRef

  104. final val normalizeType: Param[String]

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    Definition Classes
    BoosterParams

  105. final def notify(): Unit

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    AnyRef

  106. final def notifyAll(): Unit

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    AnyRef

  107. final val nthread: IntParam

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    GeneralParams

  108. final val numClass: IntParam

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    Definition Classes
    HasNumClass

  109. final val numEarlyStoppingRounds: IntParam

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    Definition Classes
    LearningTaskParams

  110. final val numRound: IntParam

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    GeneralParams

  111. final val numWorkers: IntParam

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    GeneralParams

  112. final val objective: Param[String]

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    LearningTaskParams

  113. final val objectiveType: Param[String]

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    Definition Classes
    LearningTaskParams

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

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    Params

  115. val predictAsDouble: BooleanParam

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    Definition Classes
    OkXGBoostParams

  116. final val predictionCol: Param[String]

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    Definition Classes
    HasPredictionCol

  117. final val rateDrop: DoubleParam

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    Definition Classes
    BoosterParams

  118. final val sampleType: Param[String]

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    BoosterParams

  119. final val scalePosWeight: DoubleParam

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    BoosterParams

  120. final val seed: LongParam

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    Definition Classes
    GeneralParams

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

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

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    Params

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

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    Definition Classes
    Params

  124. def setAddRawTrees(value: Boolean): OkXGBoostClassifierParams.this.type

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    Definition Classes
    OkXGBoostParams

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

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    Definition Classes
    OkXGBoostParams

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

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

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

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    Definition Classes
    OkXGBoostParams

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

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    Definition Classes
    OkXGBoostParams

  130. final val silent: IntParam

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    GeneralParams

  131. final val sketchEps: DoubleParam

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    BoosterParams

  132. final val skipDrop: DoubleParam

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    BoosterParams

  133. final val subsample: DoubleParam

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    BoosterParams

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

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    AnyRef

  135. final val timeoutRequestWorkers: LongParam

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    GeneralParams

  136. def toString(): String

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    Identifiable → AnyRef → Any

  137. final val trackerConf: TrackerConfParam

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    GeneralParams

  138. final val trainTestRatio: DoubleParam

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    LearningTaskParams

  139. final val treeLimit: IntParam

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    BoosterParams

  140. final val treeMethod: Param[String]

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    BoosterParams

  141. final val useExternalMemory: BooleanParam

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    Definition Classes
    GeneralParams

  142. final def wait(): Unit

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    @throws( ... )

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

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

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  145. 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 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