Packages

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, Identifiable, AnyRef, Any
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Inherited
  1. QuantizationParams
  2. QuantizationParamsTrait
  3. ThreadCountParams
  4. IgnoredFeaturesParams
  5. Params
  6. Serializable
  7. Identifiable
  8. AnyRef
  9. Any
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Visibility
  1. Public
  2. Protected

Instance Constructors

  1. new QuantizationParams()
  2. new QuantizationParams(uid: String)

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##: Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. final val borderCount: IntParam
    Definition Classes
    QuantizationParamsTrait
  7. final def clear(param: Param[_]): QuantizationParams.this.type
    Definition Classes
    Params
  8. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native()
  9. def copy(extra: ParamMap): QuantizationParams
    Definition Classes
    QuantizationParams → Params
  10. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  11. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  12. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  13. def equals(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef → Any
  14. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  15. def explainParams(): String
    Definition Classes
    Params
  16. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  17. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  18. final val featureBorderType: EnumParam[EBorderSelectionType]
    Definition Classes
    QuantizationParamsTrait
  19. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable])
  20. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  21. final def getBorderCount: Int
    Definition Classes
    QuantizationParamsTrait
  22. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  23. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  24. final def getFeatureBorderType: EBorderSelectionType
    Definition Classes
    QuantizationParamsTrait
  25. final def getIgnoredFeaturesIndices: Array[Int]
    Definition Classes
    IgnoredFeaturesParams
  26. final def getIgnoredFeaturesNames: Array[String]
    Definition Classes
    IgnoredFeaturesParams
  27. final def getInputBorders: String
    Definition Classes
    QuantizationParamsTrait
  28. final def getNanMode: ENanMode
    Definition Classes
    QuantizationParamsTrait
  29. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  30. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  31. final def getPerFloatFeatureQuantizaton: Array[String]
    Definition Classes
    QuantizationParamsTrait
  32. final def getThreadCount: Int
    Definition Classes
    ThreadCountParams
  33. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  34. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  35. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  36. final val ignoredFeaturesIndices: IntArrayParam
    Definition Classes
    IgnoredFeaturesParams
  37. final val ignoredFeaturesNames: StringArrayParam
    Definition Classes
    IgnoredFeaturesParams
  38. final val inputBorders: Param[String]
    Definition Classes
    QuantizationParamsTrait
  39. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  40. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  41. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  42. final val nanMode: EnumParam[ENanMode]
    Definition Classes
    QuantizationParamsTrait
  43. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  44. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  45. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  46. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  47. final val perFloatFeatureQuantizaton: StringArrayParam
    Definition Classes
    QuantizationParamsTrait
  48. final def set(paramPair: ParamPair[_]): QuantizationParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  49. final def set(param: String, value: Any): QuantizationParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  50. final def set[T](param: Param[T], value: T): QuantizationParams.this.type
    Definition Classes
    Params
  51. final def setBorderCount(value: Int): QuantizationParams.this.type
    Definition Classes
    QuantizationParamsTrait
  52. final def setDefault(paramPairs: ParamPair[_]*): QuantizationParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  53. final def setDefault[T](param: Param[T], value: T): QuantizationParams.this.type
    Attributes
    protected[ml]
    Definition Classes
    Params
  54. final def setFeatureBorderType(value: EBorderSelectionType): QuantizationParams.this.type
    Definition Classes
    QuantizationParamsTrait
  55. final def setIgnoredFeaturesIndices(value: Array[Int]): QuantizationParams.this.type
    Definition Classes
    IgnoredFeaturesParams
  56. final def setIgnoredFeaturesNames(value: Array[String]): QuantizationParams.this.type
    Definition Classes
    IgnoredFeaturesParams
  57. final def setInputBorders(value: String): QuantizationParams.this.type
    Definition Classes
    QuantizationParamsTrait
  58. final def setNanMode(value: ENanMode): QuantizationParams.this.type
    Definition Classes
    QuantizationParamsTrait
  59. final def setPerFloatFeatureQuantizaton(value: Array[String]): QuantizationParams.this.type
    Definition Classes
    QuantizationParamsTrait
  60. final def setThreadCount(value: Int): QuantizationParams.this.type
    Definition Classes
    ThreadCountParams
  61. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  62. final val threadCount: IntParam
    Definition Classes
    ThreadCountParams
  63. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  64. val uid: String
    Definition Classes
    QuantizationParams → Identifiable
  65. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  66. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  67. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()

Inherited from QuantizationParamsTrait

Inherited from ThreadCountParams

Inherited from IgnoredFeaturesParams

Inherited from Params

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped