Trait

org.apache.spark.ml.classification

OpGBTClassifierParams

Related Doc: package classification

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trait OpGBTClassifierParams extends GBTClassifierParams

Linear Supertypes
GBTClassifierParams, TreeClassifierParams, GBTParams, HasStepSize, HasMaxIter, TreeEnsembleParams, DecisionTreeParams, HasSeed, HasCheckpointInterval, PredictorParams, HasPredictionCol, HasFeaturesCol, HasLabelCol, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. OpGBTClassifierParams
  2. GBTClassifierParams
  3. TreeClassifierParams
  4. GBTParams
  5. HasStepSize
  6. HasMaxIter
  7. TreeEnsembleParams
  8. DecisionTreeParams
  9. HasSeed
  10. HasCheckpointInterval
  11. PredictorParams
  12. HasPredictionCol
  13. HasFeaturesCol
  14. HasLabelCol
  15. Params
  16. Serializable
  17. Serializable
  18. Identifiable
  19. AnyRef
  20. 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 hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  44. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  45. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  46. final val impurity: Param[String]

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    Definition Classes
    TreeClassifierParams
  47. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  48. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  49. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  50. final val labelCol: Param[String]

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    Definition Classes
    HasLabelCol
  51. val lossType: Param[String]

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    Definition Classes
    GBTClassifierParams
  52. final val maxBins: IntParam

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    Definition Classes
    DecisionTreeParams
  53. final val maxDepth: IntParam

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    Definition Classes
    DecisionTreeParams
  54. final val maxIter: IntParam

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    Definition Classes
    HasMaxIter
  55. final val maxMemoryInMB: IntParam

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    Definition Classes
    DecisionTreeParams
  56. final val minInfoGain: DoubleParam

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    Definition Classes
    DecisionTreeParams
  57. final val minInstancesPerNode: IntParam

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    Definition Classes
    DecisionTreeParams
  58. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  59. final def notify(): Unit

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    Definition Classes
    AnyRef
  60. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  61. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  62. final val predictionCol: Param[String]

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    Definition Classes
    HasPredictionCol
  63. final val seed: LongParam

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    Definition Classes
    HasSeed
  64. final def set(paramPair: ParamPair[_]): OpGBTClassifierParams.this.type

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    Attributes
    protected
    Definition Classes
    Params
  65. final def set(param: String, value: Any): OpGBTClassifierParams.this.type

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    Attributes
    protected
    Definition Classes
    Params
  66. final def set[T](param: Param[T], value: T): OpGBTClassifierParams.this.type

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    Definition Classes
    Params
  67. final def setDefault(paramPairs: ParamPair[_]*): OpGBTClassifierParams.this.type

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    Attributes
    protected
    Definition Classes
    Params
  68. final def setDefault[T](param: Param[T], value: T): OpGBTClassifierParams.this.type

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    Attributes
    protected
    Definition Classes
    Params
  69. final val stepSize: DoubleParam

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    Definition Classes
    GBTParams → HasStepSize
  70. final val subsamplingRate: DoubleParam

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    Definition Classes
    TreeEnsembleParams
  71. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  72. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  73. def validateAndTransformSchema(schema: StructType, fitting: Boolean, featuresDataType: DataType): StructType

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    Attributes
    protected
    Definition Classes
    PredictorParams
  74. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  75. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  76. 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 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

Ungrouped