Class/Object

org.apache.spark.ml.classification.odkl

XGClassificationModelWrapper

Related Docs: object XGClassificationModelWrapper | package odkl

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class XGClassificationModelWrapper extends Model[XGClassificationModelWrapper] with ModelWithSummary[XGClassificationModelWrapper] with PredictorParams with OkXGBoostClassifierParams

Linear Supertypes
OkXGBoostClassifierParams, OkXGBoostParams, XGBoostClassifierParams, HasContribPredictionCol, HasLeafPredictionCol, ParamMapFuncs, HasNumClass, HasBaseMarginCol, HasWeightCol, BoosterParams, LearningTaskParams, GeneralParams, PredictorParams, HasPredictionCol, HasFeaturesCol, HasLabelCol, ModelWithSummary[XGClassificationModelWrapper], MLWritable, Model[XGClassificationModelWrapper], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. XGClassificationModelWrapper
  2. OkXGBoostClassifierParams
  3. OkXGBoostParams
  4. XGBoostClassifierParams
  5. HasContribPredictionCol
  6. HasLeafPredictionCol
  7. ParamMapFuncs
  8. HasNumClass
  9. HasBaseMarginCol
  10. HasWeightCol
  11. BoosterParams
  12. LearningTaskParams
  13. GeneralParams
  14. PredictorParams
  15. HasPredictionCol
  16. HasFeaturesCol
  17. HasLabelCol
  18. ModelWithSummary
  19. MLWritable
  20. Model
  21. Transformer
  22. PipelineStage
  23. Logging
  24. Params
  25. Serializable
  26. Serializable
  27. Identifiable
  28. AnyRef
  29. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new XGClassificationModelWrapper(dlmc: XGBoostClassificationModel)

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  2. new XGClassificationModelWrapper(uid: String)

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    For serialization only

    For serialization only

    Annotations
    @Deprecated

  3. new XGClassificationModelWrapper(_dlmc: XGBoostClassificationModel, uid: String)

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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. 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[_]): XGClassificationModelWrapper.this.type

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    Definition Classes
    Params

  16. def clone(): AnyRef

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    Attributes
    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 copy(summary: ModelSummary, params: ParamMap): XGClassificationModelWrapper

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    Definition Classes
    ModelWithSummary

  21. def copy(blocks: Map[Block, DataFrame], params: ParamMap = ParamMap()): XGClassificationModelWrapper

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    Definition Classes
    ModelWithSummary

  22. def copy(extra: ParamMap): XGClassificationModelWrapper

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    Definition Classes
    ModelWithSummary → Model → Transformer → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  24. def create(): XGClassificationModelWrapper

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    Attributes
    protected
    Definition Classes
    XGClassificationModelWrapper → ModelWithSummary

  25. final val customEval: CustomEvalParam

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    Definition Classes
    GeneralParams

  26. final val customObj: CustomObjParam

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    Definition Classes
    GeneralParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    OkXGBoostParams

  29. val densifyInput: BooleanParam

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    Definition Classes
    OkXGBoostParams

  30. def disableSaveSummary(): ModelWithSummary[XGClassificationModelWrapper]

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    Definition Classes
    ModelWithSummary

  31. def dlmc: XGBoostClassificationModel

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

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    Definition Classes
    AnyRef

  33. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  34. final val eta: DoubleParam

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    Definition Classes
    BoosterParams

  35. final val evalMetric: Param[String]

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    Definition Classes
    LearningTaskParams

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

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    Definition Classes
    Params

  37. def explainParams(): String

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    Definition Classes
    Params

  38. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  40. final val featuresCol: Param[String]

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    Definition Classes
    HasFeaturesCol

  41. def finalize(): Unit

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

  42. final val gamma: DoubleParam

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    Definition Classes
    BoosterParams

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

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    Definition Classes
    Params

  44. final def getAlpha: Double

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    Definition Classes
    BoosterParams

  45. final def getBaseMarginCol: String

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    Definition Classes
    HasBaseMarginCol

  46. final def getBaseScore: Double

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    Definition Classes
    LearningTaskParams

  47. final def getCheckpointInterval: Int

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    Definition Classes
    GeneralParams

  48. final def getCheckpointPath: String

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    Definition Classes
    GeneralParams

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

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    Definition Classes
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  50. final def getColsampleBylevel: Double

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    Definition Classes
    BoosterParams

  51. final def getColsampleBytree: Double

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    Definition Classes
    BoosterParams

  52. final def getContribPredictionCol: String

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    Definition Classes
    HasContribPredictionCol

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

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    Definition Classes
    Params

  54. final def getEta: Double

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    Definition Classes
    BoosterParams

  55. final def getEvalMetric: String

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    Definition Classes
    LearningTaskParams

  56. final def getFeaturesCol: String

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    Definition Classes
    HasFeaturesCol

  57. final def getGamma: Double

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    Definition Classes
    BoosterParams

  58. final def getGrowPolicy: String

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    Definition Classes
    BoosterParams

  59. final def getLabelCol: String

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    Definition Classes
    HasLabelCol

  60. final def getLambda: Double

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    Definition Classes
    BoosterParams

  61. final def getLambdaBias: Double

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    Definition Classes
    BoosterParams

  62. final def getLeafPredictionCol: String

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    Definition Classes
    HasLeafPredictionCol

  63. final def getMaxBins: Int

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    Definition Classes
    BoosterParams

  64. final def getMaxDeltaStep: Double

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    Definition Classes
    BoosterParams

  65. final def getMaxDepth: Int

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    Definition Classes
    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 getNormalizeType: String

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    Definition Classes
    BoosterParams

  70. final def getNthread: Int

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    Definition Classes
    GeneralParams

  71. final def getNumClass: Int

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    Definition Classes
    HasNumClass

  72. final def getNumEarlyStoppingRounds: Int

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    Definition Classes
    LearningTaskParams

  73. final def getNumRound: Int

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    Definition Classes
    GeneralParams

  74. final def getNumWorkers: Int

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    Definition Classes
    GeneralParams

  75. final def getObjective: String

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    Definition Classes
    LearningTaskParams

  76. final def getObjectiveType: String

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    Definition Classes
    LearningTaskParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  79. final def getPredictionCol: String

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    Definition Classes
    HasPredictionCol

  80. final def getRateDrop: Double

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    Definition Classes
    BoosterParams

  81. final def getSampleType: String

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    Definition Classes
    BoosterParams

  82. final def getScalePosWeight: Double

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    Definition Classes
    BoosterParams

  83. final def getSeed: Long

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    Definition Classes
    GeneralParams

  84. final def getSilent: Int

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    Definition Classes
    GeneralParams

  85. final def getSketchEps: Double

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    Definition Classes
    BoosterParams

  86. final def getSkipDrop: Double

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    Definition Classes
    BoosterParams

  87. final def getSubsample: Double

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    Definition Classes
    BoosterParams

  88. final def getTimeoutRequestWorkers: Long

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    Definition Classes
    GeneralParams

  89. final def getTrainTestRatio: Double

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    Definition Classes
    LearningTaskParams

  90. final def getTreeLimit: Int

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    Definition Classes
    BoosterParams

  91. final def getTreeMethod: String

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    Definition Classes
    BoosterParams

  92. final def getUseExternalMemory: Boolean

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    Definition Classes
    GeneralParams

  93. final def getWeightCol: String

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    Definition Classes
    HasWeightCol

  94. final val growPolicy: Param[String]

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    Definition Classes
    BoosterParams

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

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    Definition Classes
    Params

  96. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  97. def hasParent: Boolean

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    Definition Classes
    Model

  98. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  99. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  100. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  102. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  103. def isSaveSummaryEnabled: Boolean

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    Definition Classes
    ModelWithSummary

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

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    Definition Classes
    Params

  105. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  106. final val labelCol: Param[String]

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    Definition Classes
    HasLabelCol

  107. final val lambda: DoubleParam

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    Definition Classes
    BoosterParams

  108. final val lambdaBias: DoubleParam

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    Definition Classes
    BoosterParams

  109. final val leafPredictionCol: Param[String]

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    Definition Classes
    HasLeafPredictionCol

  110. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
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    Logging

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

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    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  117. def logName: String

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    Attributes
    protected
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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  122. final val maxBins: IntParam

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    Definition Classes
    BoosterParams

  123. final val maxDeltaStep: DoubleParam

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    Definition Classes
    BoosterParams

  124. final val maxDepth: IntParam

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    Definition Classes
    BoosterParams

  125. final val maximizeEvaluationMetrics: BooleanParam

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    Definition Classes
    LearningTaskParams

  126. final val minChildWeight: DoubleParam

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    Definition Classes
    BoosterParams

  127. final val missing: FloatParam

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    Definition Classes
    GeneralParams

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

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    Definition Classes
    AnyRef

  129. final val normalizeType: Param[String]

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    Definition Classes
    BoosterParams

  130. final def notify(): Unit

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    Definition Classes
    AnyRef

  131. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  132. final val nthread: IntParam

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    Definition Classes
    GeneralParams

  133. final val numClass: IntParam

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    Definition Classes
    HasNumClass

  134. final val numEarlyStoppingRounds: IntParam

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    Definition Classes
    LearningTaskParams

  135. final val numRound: IntParam

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    Definition Classes
    GeneralParams

  136. final val numWorkers: IntParam

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    Definition Classes
    GeneralParams

  137. final val objective: Param[String]

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    Definition Classes
    LearningTaskParams

  138. final val objectiveType: Param[String]

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    Definition Classes
    LearningTaskParams

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

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    Definition Classes
    Params

  140. var parent: Estimator[XGClassificationModelWrapper]

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    Definition Classes
    Model

  141. val predictAsDouble: BooleanParam

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    Definition Classes
    OkXGBoostParams

  142. final val predictionCol: Param[String]

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    Definition Classes
    HasPredictionCol

  143. final val rateDrop: DoubleParam

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    Definition Classes
    BoosterParams

  144. final val sampleType: Param[String]

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    Definition Classes
    BoosterParams

  145. def save(path: String): Unit

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

  146. final val scalePosWeight: DoubleParam

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    Definition Classes
    BoosterParams

  147. final val seed: LongParam

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    Definition Classes
    GeneralParams

  148. final def set(paramPair: ParamPair[_]): XGClassificationModelWrapper.this.type

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    Attributes
    protected
    Definition Classes
    Params

  149. final def set(param: String, value: Any): XGClassificationModelWrapper.this.type

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    Attributes
    protected
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    Params

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

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    Definition Classes
    Params

  151. def setAddRawTrees(value: Boolean): XGClassificationModelWrapper.this.type

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    Definition Classes
    OkXGBoostParams

  152. def setAddSignificance(value: Boolean): XGClassificationModelWrapper.this.type

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    Definition Classes
    OkXGBoostParams

  153. final def setDefault(paramPairs: ParamPair[_]*): XGClassificationModelWrapper.this.type

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    Attributes
    protected
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    Params

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

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    Attributes
    protected
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    Params

  155. def setDensifyInput(value: Boolean): XGClassificationModelWrapper.this.type

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    Definition Classes
    OkXGBoostParams

  156. def setParent(parent: Estimator[XGClassificationModelWrapper]): XGClassificationModelWrapper

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    Definition Classes
    Model

  157. def setPredictAsDouble(value: Boolean): XGClassificationModelWrapper.this.type

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    Definition Classes
    OkXGBoostParams

  158. final val silent: IntParam

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    Definition Classes
    GeneralParams

  159. final val sketchEps: DoubleParam

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    Definition Classes
    BoosterParams

  160. final val skipDrop: DoubleParam

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    Definition Classes
    BoosterParams

  161. final val subsample: DoubleParam

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    Definition Classes
    BoosterParams

  162. def summary: ModelSummary

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    Definition Classes
    ModelWithSummary

  163. val summaryParam: Param[ModelSummary]

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    Attributes
    protected
    Definition Classes
    ModelWithSummary

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

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    Definition Classes
    AnyRef

  165. final val timeoutRequestWorkers: LongParam

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    Definition Classes
    GeneralParams

  166. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  167. final val trackerConf: TrackerConfParam

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    Definition Classes
    GeneralParams

  168. final val trainTestRatio: DoubleParam

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    Definition Classes
    LearningTaskParams

  169. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    XGClassificationModelWrapper → Transformer

  170. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  171. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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

  172. def transformSchema(schema: StructType): StructType

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    Definition Classes
    XGClassificationModelWrapper → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  174. final val treeLimit: IntParam

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    Definition Classes
    BoosterParams

  175. final val treeMethod: Param[String]

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    Definition Classes
    BoosterParams

  176. val uid: String

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    Definition Classes
    XGClassificationModelWrapper → Identifiable

  177. final val useExternalMemory: BooleanParam

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    Definition Classes
    GeneralParams

  178. def validateAndTransformSchema(schema: StructType, fitting: Boolean, featuresDataType: DataType): StructType

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    Attributes
    protected
    Definition Classes
    PredictorParams

  179. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  182. final val weightCol: Param[String]

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    Definition Classes
    HasWeightCol

  183. def write: WithSummaryWriter[XGClassificationModelWrapper]

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    Definition Classes
    XGClassificationModelWrapper → ModelWithSummary → MLWritable

Inherited from OkXGBoostClassifierParams

Inherited from OkXGBoostParams

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 PredictorParams

Inherited from HasPredictionCol

Inherited from HasFeaturesCol

Inherited from HasLabelCol

Inherited from ModelWithSummary[XGClassificationModelWrapper]

Inherited from MLWritable

Inherited from Model[XGClassificationModelWrapper]

Inherited from Transformer

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