Trait

ml.dmlc.xgboost4j.scala.spark

OpXGBoostClassifierParams

Related Doc: package spark

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trait OpXGBoostClassifierParams extends XGBoostClassifierParams with OpXGBoostGeneralParamsDefaults

Hack to access XGBoostClassifierParams

Linear Supertypes
OpXGBoostGeneralParamsDefaults, XGBoostClassifierParams, HasContribPredictionCol, HasLeafPredictionCol, ParamMapFuncs, HasNumClass, HasBaseMarginCol, HasWeightCol, BoosterParams, LearningTaskParams, GeneralParams, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. OpXGBoostClassifierParams
  2. OpXGBoostGeneralParamsDefaults
  3. XGBoostClassifierParams
  4. HasContribPredictionCol
  5. HasLeafPredictionCol
  6. ParamMapFuncs
  7. HasNumClass
  8. HasBaseMarginCol
  9. HasWeightCol
  10. BoosterParams
  11. LearningTaskParams
  12. GeneralParams
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. Any
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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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    Identifiable

Concrete Value Members

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

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  2. final def ##(): Int

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

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

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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. final val alpha: DoubleParam

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    Definition Classes
    BoosterParams
  8. final def asInstanceOf[T0]: T0

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    Any
  9. final val baseMarginCol: Param[String]

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    Definition Classes
    HasBaseMarginCol
  10. final val baseScore: DoubleParam

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    LearningTaskParams
  11. final val checkpointInterval: IntParam

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    GeneralParams
  12. final val checkpointPath: Param[String]

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    GeneralParams
  13. final def clear(param: Param[_]): OpXGBoostClassifierParams.this.type

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    Params
  14. def clone(): AnyRef

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    protected[java.lang]
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    @throws( ... )
  15. final val colsampleBylevel: DoubleParam

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    BoosterParams
  16. final val colsampleBytree: DoubleParam

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    Definition Classes
    BoosterParams
  17. final val contribPredictionCol: Param[String]

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    Definition Classes
    HasContribPredictionCol
  18. def copyValues[T <: Params](to: T, extra: ParamMap): T

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  19. final val customEval: CustomEvalParam

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    GeneralParams
  20. final val customObj: CustomObjParam

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

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

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  23. def equals(arg0: Any): Boolean

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  24. final val eta: DoubleParam

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  25. final val evalMetric: Param[String]

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

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  27. def explainParams(): String

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  28. final def extractParamMap(): ParamMap

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

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  30. def finalize(): Unit

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  31. final val gamma: DoubleParam

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

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    Params
  33. final def getAlpha: Double

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    BoosterParams
  34. final def getBaseMarginCol: String

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    Definition Classes
    HasBaseMarginCol
  35. final def getBaseScore: Double

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    LearningTaskParams
  36. final def getCheckpointInterval: Int

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    GeneralParams
  37. final def getCheckpointPath: String

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    GeneralParams
  38. final def getClass(): Class[_]

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  39. final def getColsampleBylevel: Double

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    BoosterParams
  40. final def getColsampleBytree: Double

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    BoosterParams
  41. final def getContribPredictionCol: String

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    Definition Classes
    HasContribPredictionCol
  42. final def getDefault[T](param: Param[T]): Option[T]

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    Params
  43. final def getEta: Double

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    BoosterParams
  44. final def getEvalMetric: String

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    LearningTaskParams
  45. final def getGamma: Double

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    BoosterParams
  46. final def getGrowPolicy: String

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    BoosterParams
  47. final def getLambda: Double

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    BoosterParams
  48. final def getLambdaBias: Double

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    BoosterParams
  49. final def getLeafPredictionCol: String

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    Definition Classes
    HasLeafPredictionCol
  50. final def getMaxBins: Int

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    BoosterParams
  51. final def getMaxDeltaStep: Double

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    BoosterParams
  52. final def getMaxDepth: Int

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    BoosterParams
  53. final def getMaximizeEvaluationMetrics: Boolean

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    LearningTaskParams
  54. final def getMinChildWeight: Double

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    BoosterParams
  55. final def getMissing: Float

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    GeneralParams
  56. final def getNormalizeType: String

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  57. final def getNthread: Int

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    GeneralParams
  58. final def getNumClass: Int

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    HasNumClass
  59. final def getNumEarlyStoppingRounds: Int

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    LearningTaskParams
  60. final def getNumRound: Int

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    GeneralParams
  61. final def getNumWorkers: Int

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    GeneralParams
  62. final def getObjective: String

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  63. final def getObjectiveType: String

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

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

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  66. final def getRateDrop: Double

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    BoosterParams
  67. final def getSampleType: String

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    BoosterParams
  68. final def getScalePosWeight: Double

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    BoosterParams
  69. final def getSeed: Long

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    GeneralParams
  70. final def getSilent: Int

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    GeneralParams
  71. final def getSketchEps: Double

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    BoosterParams
  72. final def getSkipDrop: Double

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    BoosterParams
  73. final def getSubsample: Double

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  74. final def getTimeoutRequestWorkers: Long

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  75. final def getTrainTestRatio: Double

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  76. final def getTreeLimit: Int

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  77. final def getTreeMethod: String

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  78. final def getUseExternalMemory: Boolean

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    GeneralParams
  79. final def getWeightCol: String

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    HasWeightCol
  80. final val growPolicy: Param[String]

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

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  82. def hasParam(paramName: String): Boolean

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  83. def hashCode(): Int

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

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  85. final def isInstanceOf[T0]: Boolean

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

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  87. final val lambda: DoubleParam

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  88. final val lambdaBias: DoubleParam

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    BoosterParams
  89. final val leafPredictionCol: Param[String]

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    HasLeafPredictionCol
  90. final val maxBins: IntParam

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    BoosterParams
  91. final val maxDeltaStep: DoubleParam

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    BoosterParams
  92. final val maxDepth: IntParam

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  93. final val maximizeEvaluationMetrics: BooleanParam

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    LearningTaskParams
  94. final val minChildWeight: DoubleParam

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    BoosterParams
  95. final val missing: FloatParam

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    GeneralParams
  96. final def ne(arg0: AnyRef): Boolean

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  97. final val normalizeType: Param[String]

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  98. final def notify(): Unit

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  99. final def notifyAll(): Unit

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  100. final val nthread: IntParam

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  101. final val numClass: IntParam

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    HasNumClass
  102. final val numEarlyStoppingRounds: IntParam

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    LearningTaskParams
  103. final val numRound: IntParam

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    GeneralParams
  104. final val numWorkers: IntParam

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    GeneralParams
  105. final val objective: Param[String]

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    LearningTaskParams
  106. final val objectiveType: Param[String]

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    LearningTaskParams
  107. lazy val params: Array[Param[_]]

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  108. final val rateDrop: DoubleParam

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    BoosterParams
  109. final val sampleType: Param[String]

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    BoosterParams
  110. final val scalePosWeight: DoubleParam

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    BoosterParams
  111. final val seed: LongParam

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    GeneralParams
  112. final def set(paramPair: ParamPair[_]): OpXGBoostClassifierParams.this.type

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  113. final def set(param: String, value: Any): OpXGBoostClassifierParams.this.type

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

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  115. final def setDefault(paramPairs: ParamPair[_]*): OpXGBoostClassifierParams.this.type

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

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  117. final val silent: IntParam

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    GeneralParams
  118. final val sketchEps: DoubleParam

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    BoosterParams
  119. final val skipDrop: DoubleParam

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    BoosterParams
  120. final val subsample: DoubleParam

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

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    AnyRef
  122. final val timeoutRequestWorkers: LongParam

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    GeneralParams
  123. def toString(): String

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    Identifiable → AnyRef → Any
  124. final val trackerConf: TrackerConfParam

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    GeneralParams
  125. final val trainTestRatio: DoubleParam

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    LearningTaskParams
  126. final val treeLimit: IntParam

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    BoosterParams
  127. final val treeMethod: Param[String]

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    BoosterParams
  128. final val useExternalMemory: BooleanParam

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  129. final def wait(): Unit

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

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

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  132. final val weightCol: Param[String]

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    Definition Classes
    HasWeightCol

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

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