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, XGBoostEstimatorCommon, NonParamVariables, ParamMapFuncs, RabitParams, BoosterParams, LearningTaskParams, GeneralParams, HasContribPredictionCol, HasLeafPredictionCol, HasNumClass, HasBaseMarginCol, HasWeightCol, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
XGBoostClassifier, XGClassificationModelWrapper
Ordering
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Inherited
  1. OkXGBoostClassifierParams
  2. OkXGBoostParams
  3. HasPredictionCol
  4. HasFeaturesCol
  5. XGBoostClassifierParams
  6. XGBoostEstimatorCommon
  7. NonParamVariables
  8. ParamMapFuncs
  9. RabitParams
  10. BoosterParams
  11. LearningTaskParams
  12. GeneralParams
  13. HasContribPredictionCol
  14. HasLeafPredictionCol
  15. HasNumClass
  16. HasBaseMarginCol
  17. HasWeightCol
  18. Params
  19. Serializable
  20. Serializable
  21. Identifiable
  22. AnyRef
  23. 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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    Attributes
    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 XGBoost2MLlibParams(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 allowNonZeroForMissing: BooleanParam

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    Definition Classes
    GeneralParams

  10. final val alpha: DoubleParam

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    Definition Classes
    BoosterParams

  11. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  12. final val baseMarginCol: Param[String]

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    Definition Classes
    HasBaseMarginCol

  13. final val baseScore: DoubleParam

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    Definition Classes
    LearningTaskParams

  14. final val cacheTrainingSet: BooleanParam

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    Definition Classes
    LearningTaskParams

  15. final val checkpointInterval: IntParam

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    Definition Classes
    GeneralParams

  16. final val checkpointPath: Param[String]

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    Definition Classes
    GeneralParams

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

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    Definition Classes
    Params

  18. def clone(): AnyRef

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

  19. final val colsampleBylevel: DoubleParam

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    Definition Classes
    BoosterParams

  20. final val colsampleBytree: DoubleParam

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    Definition Classes
    BoosterParams

  21. final val contribPredictionCol: Param[String]

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    Definition Classes
    HasContribPredictionCol

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

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    protected
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    Params

  23. final val customEval: CustomEvalParam

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    GeneralParams

  24. final val customObj: CustomObjParam

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    GeneralParams

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

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    protected
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    Params

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

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    Attributes
    protected
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    OkXGBoostParams

  27. val densifyInput: BooleanParam

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    Definition Classes
    OkXGBoostParams

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

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    Definition Classes
    AnyRef

  29. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  30. final val eta: DoubleParam

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    Definition Classes
    BoosterParams

  31. final val evalMetric: Param[String]

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    Definition Classes
    LearningTaskParams

  32. var evalSetsMap: Map[String, DataFrame]

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    Attributes
    protected
    Definition Classes
    NonParamVariables

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

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    Definition Classes
    Params

  34. def explainParams(): String

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    Definition Classes
    Params

  35. final def extractParamMap(): ParamMap

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    Params

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

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    Definition Classes
    Params

  37. final val featuresCol: Param[String]

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    Definition Classes
    HasFeaturesCol

  38. def finalize(): Unit

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

  39. final val gamma: DoubleParam

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    Definition Classes
    BoosterParams

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

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    Definition Classes
    Params

  41. final def getAllowNonZeroForMissingValue: Boolean

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    Definition Classes
    GeneralParams

  42. final def getAlpha: Double

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    Definition Classes
    BoosterParams

  43. final def getBaseMarginCol: String

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    Definition Classes
    HasBaseMarginCol

  44. final def getBaseScore: Double

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    Definition Classes
    LearningTaskParams

  45. final def getCheckpointInterval: Int

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    Definition Classes
    GeneralParams

  46. final def getCheckpointPath: String

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    Definition Classes
    GeneralParams

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

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    Definition Classes
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  48. final def getColsampleBylevel: Double

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    Definition Classes
    BoosterParams

  49. final def getColsampleBytree: Double

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    Definition Classes
    BoosterParams

  50. final def getContribPredictionCol: String

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    Definition Classes
    HasContribPredictionCol

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

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    Definition Classes
    Params

  52. final def getEta: Double

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    Definition Classes
    BoosterParams

  53. final def getEvalMetric: String

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    Definition Classes
    LearningTaskParams

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

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    Definition Classes
    NonParamVariables

  55. final def getFeaturesCol: String

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    Definition Classes
    HasFeaturesCol

  56. final def getGamma: Double

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    BoosterParams

  57. final def getGrowPolicy: String

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    BoosterParams

  58. final def getInteractionConstraints: String

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    Definition Classes
    BoosterParams

  59. final def getLambda: Double

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    BoosterParams

  60. final def getLambdaBias: Double

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    Definition Classes
    BoosterParams

  61. final def getLeafPredictionCol: String

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    Definition Classes
    HasLeafPredictionCol

  62. final def getMaxBins: Int

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    Definition Classes
    BoosterParams

  63. final def getMaxDeltaStep: Double

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    Definition Classes
    BoosterParams

  64. final def getMaxDepth: Int

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    BoosterParams

  65. final def getMaxLeaves: Int

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    BoosterParams

  66. final def getMaximizeEvaluationMetrics: Boolean

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    Definition Classes
    LearningTaskParams

  67. final def getMinChildWeight: Double

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    Definition Classes
    BoosterParams

  68. final def getMissing: Float

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    Definition Classes
    GeneralParams

  69. final def getMonotoneConstraints: String

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    BoosterParams

  70. final def getNormalizeType: String

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    BoosterParams

  71. final def getNthread: Int

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    GeneralParams

  72. final def getNumClass: Int

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    Definition Classes
    HasNumClass

  73. final def getNumEarlyStoppingRounds: Int

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    LearningTaskParams

  74. final def getNumRound: Int

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    GeneralParams

  75. final def getNumWorkers: Int

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    GeneralParams

  76. final def getObjective: String

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    LearningTaskParams

  77. final def getObjectiveType: String

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    LearningTaskParams

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

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    Params

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

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    Params

  80. final def getPredictionCol: String

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    Definition Classes
    HasPredictionCol

  81. final def getRateDrop: Double

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    Definition Classes
    BoosterParams

  82. final def getSampleType: String

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    Definition Classes
    BoosterParams

  83. final def getScalePosWeight: Double

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    Definition Classes
    BoosterParams

  84. final def getSeed: Long

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    Definition Classes
    GeneralParams

  85. final def getSilent: Int

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    Definition Classes
    GeneralParams

  86. final def getSketchEps: Double

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    BoosterParams

  87. final def getSkipDrop: Double

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    Definition Classes
    BoosterParams

  88. final def getSubsample: Double

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    BoosterParams

  89. final def getTimeoutRequestWorkers: Long

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    Definition Classes
    GeneralParams

  90. final def getTrainTestRatio: Double

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    LearningTaskParams

  91. final def getTreeLimit: Int

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    BoosterParams

  92. final def getTreeMethod: String

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    BoosterParams

  93. final def getUseExternalMemory: Boolean

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    GeneralParams

  94. final def getVerbosity: Int

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    GeneralParams

  95. final def getWeightCol: String

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    Definition Classes
    HasWeightCol

  96. final val growPolicy: Param[String]

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    Definition Classes
    BoosterParams

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

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    Params

  98. def hasParam(paramName: String): Boolean

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    Params

  99. def hashCode(): Int

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  100. final val interactionConstraints: Param[String]

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    Definition Classes
    BoosterParams

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

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    Params

  102. final def isInstanceOf[T0]: Boolean

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    Any

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

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    Params

  104. final val lambda: DoubleParam

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    Definition Classes
    BoosterParams

  105. final val lambdaBias: DoubleParam

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    Definition Classes
    BoosterParams

  106. final val leafPredictionCol: Param[String]

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    Definition Classes
    HasLeafPredictionCol

  107. final val maxBins: IntParam

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    Definition Classes
    BoosterParams

  108. final val maxDeltaStep: DoubleParam

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    Definition Classes
    BoosterParams

  109. final val maxDepth: IntParam

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    Definition Classes
    BoosterParams

  110. final val maxLeaves: IntParam

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    Definition Classes
    BoosterParams

  111. final val maximizeEvaluationMetrics: BooleanParam

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    Definition Classes
    LearningTaskParams

  112. final val minChildWeight: DoubleParam

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    Definition Classes
    BoosterParams

  113. final val missing: FloatParam

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    Definition Classes
    GeneralParams

  114. final val monotoneConstraints: Param[String]

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    Definition Classes
    BoosterParams

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

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    Definition Classes
    AnyRef

  116. def needDeterministicRepartitioning: Boolean

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    Definition Classes
    XGBoostEstimatorCommon

  117. final val normalizeType: Param[String]

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    Definition Classes
    BoosterParams

  118. final def notify(): Unit

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    AnyRef

  119. final def notifyAll(): Unit

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    AnyRef

  120. final val nthread: IntParam

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    Definition Classes
    GeneralParams

  121. final val numClass: IntParam

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    Definition Classes
    HasNumClass

  122. final val numEarlyStoppingRounds: IntParam

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    Definition Classes
    LearningTaskParams

  123. final val numRound: IntParam

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    Definition Classes
    GeneralParams

  124. final val numWorkers: IntParam

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    Definition Classes
    GeneralParams

  125. final val objective: Param[String]

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    Definition Classes
    LearningTaskParams

  126. final val objectiveType: Param[String]

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    Definition Classes
    LearningTaskParams

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

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    Definition Classes
    Params

  128. val predictAsDouble: BooleanParam

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    Definition Classes
    OkXGBoostParams

  129. final val predictionCol: Param[String]

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    Definition Classes
    HasPredictionCol

  130. final def rabitConnectRetry: IntParam

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    Definition Classes
    RabitParams

  131. final val rabitRingReduceThreshold: IntParam

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    Definition Classes
    RabitParams

  132. final def rabitTimeout: IntParam

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    Definition Classes
    RabitParams

  133. final val rateDrop: DoubleParam

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    BoosterParams

  134. final val sampleType: Param[String]

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    BoosterParams

  135. final val scalePosWeight: DoubleParam

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    BoosterParams

  136. final val seed: LongParam

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    GeneralParams

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

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    Params

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

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

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    Definition Classes
    Params

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

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    Definition Classes
    OkXGBoostParams

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

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    Definition Classes
    OkXGBoostParams

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

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

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

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    Definition Classes
    OkXGBoostParams

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

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    Definition Classes
    NonParamVariables

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

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    Definition Classes
    OkXGBoostParams

  147. final val silent: IntParam

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    Definition Classes
    GeneralParams

  148. final val sketchEps: DoubleParam

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    BoosterParams

  149. final val skipCleanCheckpoint: BooleanParam

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    Definition Classes
    LearningTaskParams

  150. final val skipDrop: DoubleParam

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    Definition Classes
    BoosterParams

  151. final val subsample: DoubleParam

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    Definition Classes
    BoosterParams

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

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    AnyRef

  153. final val timeoutRequestWorkers: LongParam

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    Definition Classes
    GeneralParams

  154. def toString(): String

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    Identifiable → AnyRef → Any

  155. final val trackerConf: TrackerConfParam

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    Definition Classes
    GeneralParams

  156. final val trainTestRatio: DoubleParam

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    LearningTaskParams

  157. final val treeLimit: IntParam

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    BoosterParams

  158. final val treeMethod: Param[String]

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    Definition Classes
    BoosterParams

  159. final val useExternalMemory: BooleanParam

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    GeneralParams

  160. final val verbosity: IntParam

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    GeneralParams

  161. final def wait(): Unit

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    @throws( ... )

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

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    Annotations
    @throws( ... )

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

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    Annotations
    @throws( ... )

  164. 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 XGBoostEstimatorCommon

Inherited from NonParamVariables

Inherited from ParamMapFuncs

Inherited from RabitParams

Inherited from BoosterParams

Inherited from LearningTaskParams

Inherited from GeneralParams

Inherited from HasContribPredictionCol

Inherited from HasLeafPredictionCol

Inherited from HasNumClass

Inherited from HasBaseMarginCol

Inherited from HasWeightCol

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped