Class/Object

ai.catboost.spark.params

QuantizationParams

Related Docs: object QuantizationParams | package params

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class QuantizationParams extends QuantizationParamsTrait

Parameters for quantization as a class. Used in Pool!.quantize(QuantizationParamsTrait). See documentation on https://catboost.ai/docs/ for details.

Linear Supertypes
QuantizationParamsTrait, ThreadCountParams, IgnoredFeaturesParams, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. QuantizationParams
  2. QuantizationParamsTrait
  3. ThreadCountParams
  4. IgnoredFeaturesParams
  5. Params
  6. Serializable
  7. Serializable
  8. Identifiable
  9. AnyRef
  10. Any
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Visibility
  1. Public
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Instance Constructors

  1. new QuantizationParams()

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  2. new QuantizationParams(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. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. final val borderCount: IntParam

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    Definition Classes
    QuantizationParamsTrait

  7. final def clear(param: Param[_]): QuantizationParams.this.type

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    Definition Classes
    Params

  8. def clone(): AnyRef

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

  9. def copy(extra: ParamMap): QuantizationParams

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    Definition Classes
    QuantizationParams → Params

  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 featureBorderType: EnumParam[EBorderSelectionType]

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    Definition Classes
    QuantizationParamsTrait

  19. def finalize(): Unit

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

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

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    Definition Classes
    Params

  21. final def getBorderCount: Int

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    Definition Classes
    QuantizationParamsTrait

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  24. final def getFeatureBorderType: EBorderSelectionType

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    Definition Classes
    QuantizationParamsTrait

  25. final def getIgnoredFeaturesIndices: Array[Int]

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    Definition Classes
    IgnoredFeaturesParams

  26. final def getIgnoredFeaturesNames: Array[String]

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    Definition Classes
    IgnoredFeaturesParams

  27. final def getInputBorders: String

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    Definition Classes
    QuantizationParamsTrait

  28. final def getNanMode: ENanMode

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    Definition Classes
    QuantizationParamsTrait

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  31. final def getPerFloatFeatureQuantizaton: Array[String]

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    Definition Classes
    QuantizationParamsTrait

  32. final def getThreadCount: Int

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    Definition Classes
    ThreadCountParams

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

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    Definition Classes
    Params

  34. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  35. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  36. final val ignoredFeaturesIndices: IntArrayParam

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    Definition Classes
    IgnoredFeaturesParams

  37. final val ignoredFeaturesNames: StringArrayParam

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    Definition Classes
    IgnoredFeaturesParams

  38. final val inputBorders: Param[String]

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    Definition Classes
    QuantizationParamsTrait

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

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    Definition Classes
    Params

  40. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  42. final val nanMode: EnumParam[ENanMode]

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    Definition Classes
    QuantizationParamsTrait

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

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    Definition Classes
    AnyRef

  44. final def notify(): Unit

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    Definition Classes
    AnyRef

  45. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Params

  47. final val perFloatFeatureQuantizaton: StringArrayParam

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    Definition Classes
    QuantizationParamsTrait

  48. final def set(paramPair: ParamPair[_]): QuantizationParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  49. final def set(param: String, value: Any): QuantizationParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  51. final def setBorderCount(value: Int): QuantizationParams.this.type

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    Definition Classes
    QuantizationParamsTrait

  52. final def setDefault(paramPairs: ParamPair[_]*): QuantizationParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  54. final def setFeatureBorderType(value: EBorderSelectionType): QuantizationParams.this.type

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    Definition Classes
    QuantizationParamsTrait

  55. final def setIgnoredFeaturesIndices(value: Array[Int]): QuantizationParams.this.type

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    Definition Classes
    IgnoredFeaturesParams

  56. final def setIgnoredFeaturesNames(value: Array[String]): QuantizationParams.this.type

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    Definition Classes
    IgnoredFeaturesParams

  57. final def setInputBorders(value: String): QuantizationParams.this.type

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    Definition Classes
    QuantizationParamsTrait

  58. final def setNanMode(value: ENanMode): QuantizationParams.this.type

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    Definition Classes
    QuantizationParamsTrait

  59. final def setPerFloatFeatureQuantizaton(value: Array[String]): QuantizationParams.this.type

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    Definition Classes
    QuantizationParamsTrait

  60. final def setThreadCount(value: Int): QuantizationParams.this.type

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    Definition Classes
    ThreadCountParams

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

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    Definition Classes
    AnyRef

  62. final val threadCount: IntParam

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    Definition Classes
    ThreadCountParams

  63. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  64. val uid: String

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    Definition Classes
    QuantizationParams → Identifiable

  65. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Annotations
    @throws( ... )

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

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    @throws( ... )

Inherited from QuantizationParamsTrait

Inherited from ThreadCountParams

Inherited from IgnoredFeaturesParams

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped