Trait

org.apache.spark.ml.classification

OpGBTClassifierParams

Related Doc: package classification

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trait OpGBTClassifierParams extends GBTClassifierParams

Linear Supertypes
GBTClassifierParams, TreeClassifierParams, GBTParams, HasValidationIndicatorCol, HasStepSize, HasMaxIter, TreeEnsembleParams, DecisionTreeParams, HasSeed, HasCheckpointInterval, PredictorParams, HasPredictionCol, HasFeaturesCol, HasLabelCol, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
OpGBTClassifier
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Inherited
  1. OpGBTClassifierParams
  2. GBTClassifierParams
  3. TreeClassifierParams
  4. GBTParams
  5. HasValidationIndicatorCol
  6. HasStepSize
  7. HasMaxIter
  8. TreeEnsembleParams
  9. DecisionTreeParams
  10. HasSeed
  11. HasCheckpointInterval
  12. PredictorParams
  13. HasPredictionCol
  14. HasFeaturesCol
  15. HasLabelCol
  16. Params
  17. Serializable
  18. Serializable
  19. Identifiable
  20. AnyRef
  21. 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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    Definition Classes
    Identifiable

Concrete 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. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. final val cacheNodeIds: BooleanParam

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    Definition Classes
    DecisionTreeParams

  7. final val checkpointInterval: IntParam

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    Definition Classes
    HasCheckpointInterval

  8. final def clear(param: Param[_]): OpGBTClassifierParams.this.type

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    Definition Classes
    Params

  9. def clone(): AnyRef

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

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  15. def explainParams(): String

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    Definition Classes
    Params

  16. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  18. final val featureSubsetStrategy: Param[String]

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    Definition Classes
    TreeEnsembleParams

  19. final val featuresCol: Param[String]

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    Definition Classes
    HasFeaturesCol

  20. def finalize(): Unit

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

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

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    Definition Classes
    Params

  22. final def getCacheNodeIds: Boolean

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    Definition Classes
    DecisionTreeParams

  23. final def getCheckpointInterval: Int

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    Definition Classes
    HasCheckpointInterval

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  26. final def getFeatureSubsetStrategy: String

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    Definition Classes
    TreeEnsembleParams

  27. final def getFeaturesCol: String

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    Definition Classes
    HasFeaturesCol

  28. final def getImpurity: String

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    Definition Classes
    TreeClassifierParams

  29. final def getLabelCol: String

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    Definition Classes
    HasLabelCol

  30. def getLossType: String

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    Definition Classes
    GBTClassifierParams

  31. final def getMaxBins: Int

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    Definition Classes
    DecisionTreeParams

  32. final def getMaxDepth: Int

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    Definition Classes
    DecisionTreeParams

  33. final def getMaxIter: Int

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    Definition Classes
    HasMaxIter

  34. final def getMaxMemoryInMB: Int

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    Definition Classes
    DecisionTreeParams

  35. final def getMinInfoGain: Double

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    Definition Classes
    DecisionTreeParams

  36. final def getMinInstancesPerNode: Int

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    Definition Classes
    DecisionTreeParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  39. final def getPredictionCol: String

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    Definition Classes
    HasPredictionCol

  40. final def getSeed: Long

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    Definition Classes
    HasSeed

  41. final def getStepSize: Double

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    Definition Classes
    HasStepSize

  42. final def getSubsamplingRate: Double

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    Definition Classes
    TreeEnsembleParams

  43. final def getValidationIndicatorCol: String

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    Definition Classes
    HasValidationIndicatorCol

  44. final def getValidationTol: Double

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    Definition Classes
    GBTParams
    Annotations
    @Since( "2.4.0" )

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

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    Definition Classes
    Params

  46. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  47. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  48. final val impurity: Param[String]

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    Definition Classes
    TreeClassifierParams

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

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    Definition Classes
    Params

  50. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  52. final val labelCol: Param[String]

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    Definition Classes
    HasLabelCol

  53. val lossType: Param[String]

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    Definition Classes
    GBTClassifierParams

  54. final val maxBins: IntParam

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    Definition Classes
    DecisionTreeParams

  55. final val maxDepth: IntParam

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    Definition Classes
    DecisionTreeParams

  56. final val maxIter: IntParam

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    Definition Classes
    HasMaxIter

  57. final val maxMemoryInMB: IntParam

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    Definition Classes
    DecisionTreeParams

  58. final val minInfoGain: DoubleParam

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    Definition Classes
    DecisionTreeParams

  59. final val minInstancesPerNode: IntParam

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    Definition Classes
    DecisionTreeParams

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

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    Definition Classes
    AnyRef

  61. final def notify(): Unit

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    Definition Classes
    AnyRef

  62. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Params

  64. final val predictionCol: Param[String]

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    Definition Classes
    HasPredictionCol

  65. final val seed: LongParam

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    Definition Classes
    HasSeed

  66. final def set(paramPair: ParamPair[_]): OpGBTClassifierParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  67. final def set(param: String, value: Any): OpGBTClassifierParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  69. final def setDefault(paramPairs: ParamPair[_]*): OpGBTClassifierParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  71. final val stepSize: DoubleParam

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    Definition Classes
    GBTParams → HasStepSize

  72. final val subsamplingRate: DoubleParam

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    Definition Classes
    TreeEnsembleParams

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

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    Definition Classes
    AnyRef

  74. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    PredictorParams

  76. final val validationIndicatorCol: Param[String]

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    Definition Classes
    HasValidationIndicatorCol

  77. final val validationTol: DoubleParam

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    Definition Classes
    GBTParams
    Annotations
    @Since( "2.4.0" )

  78. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Deprecated Value Members

  1. def setCacheNodeIds(value: Boolean): OpGBTClassifierParams.this.type

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    Definition Classes
    DecisionTreeParams
    Annotations
    @deprecated
    Deprecated

    (Since version 2.1.0) This method is deprecated and will be removed in 3.0.0.

  2. def setCheckpointInterval(value: Int): OpGBTClassifierParams.this.type

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    Definition Classes
    DecisionTreeParams
    Annotations
    @deprecated
    Deprecated

    (Since version 2.1.0) This method is deprecated and will be removed in 3.0.0.

  3. def setFeatureSubsetStrategy(value: String): OpGBTClassifierParams.this.type

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    Definition Classes
    TreeEnsembleParams
    Annotations
    @deprecated
    Deprecated

    (Since version 2.1.0) This method is deprecated and will be removed in 3.0.0.

  4. def setImpurity(value: String): OpGBTClassifierParams.this.type

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    Definition Classes
    TreeClassifierParams
    Annotations
    @deprecated
    Deprecated

    (Since version 2.1.0) This method is deprecated and will be removed in 3.0.0.

  5. def setMaxBins(value: Int): OpGBTClassifierParams.this.type

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    Definition Classes
    DecisionTreeParams
    Annotations
    @deprecated
    Deprecated

    (Since version 2.1.0) This method is deprecated and will be removed in 3.0.0.

  6. def setMaxDepth(value: Int): OpGBTClassifierParams.this.type

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    Definition Classes
    DecisionTreeParams
    Annotations
    @deprecated
    Deprecated

    (Since version 2.1.0) This method is deprecated and will be removed in 3.0.0.

  7. def setMaxIter(value: Int): OpGBTClassifierParams.this.type

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    Definition Classes
    GBTParams
    Annotations
    @deprecated
    Deprecated

    (Since version 2.1.0) This method is deprecated and will be removed in 3.0.0.

  8. def setMaxMemoryInMB(value: Int): OpGBTClassifierParams.this.type

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    Definition Classes
    DecisionTreeParams
    Annotations
    @deprecated
    Deprecated

    (Since version 2.1.0) This method is deprecated and will be removed in 3.0.0.

  9. def setMinInfoGain(value: Double): OpGBTClassifierParams.this.type

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    Definition Classes
    DecisionTreeParams
    Annotations
    @deprecated
    Deprecated

    (Since version 2.1.0) This method is deprecated and will be removed in 3.0.0.

  10. def setMinInstancesPerNode(value: Int): OpGBTClassifierParams.this.type

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    Definition Classes
    DecisionTreeParams
    Annotations
    @deprecated
    Deprecated

    (Since version 2.1.0) This method is deprecated and will be removed in 3.0.0.

  11. def setSeed(value: Long): OpGBTClassifierParams.this.type

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    Definition Classes
    DecisionTreeParams
    Annotations
    @deprecated
    Deprecated

    (Since version 2.1.0) This method is deprecated and will be removed in 3.0.0.

  12. def setStepSize(value: Double): OpGBTClassifierParams.this.type

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    Definition Classes
    GBTParams
    Annotations
    @deprecated
    Deprecated

    (Since version 2.1.0) This method is deprecated and will be removed in 3.0.0.

  13. def setSubsamplingRate(value: Double): OpGBTClassifierParams.this.type

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    Definition Classes
    TreeEnsembleParams
    Annotations
    @deprecated
    Deprecated

    (Since version 2.1.0) This method is deprecated and will be removed in 3.0.0.

Inherited from GBTClassifierParams

Inherited from TreeClassifierParams

Inherited from GBTParams

Inherited from HasValidationIndicatorCol

Inherited from HasStepSize

Inherited from HasMaxIter

Inherited from TreeEnsembleParams

Inherited from DecisionTreeParams

Inherited from HasSeed

Inherited from HasCheckpointInterval

Inherited from PredictorParams

Inherited from HasPredictionCol

Inherited from HasFeaturesCol

Inherited from HasLabelCol

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

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