Packages

t

ai.catboost.spark.params

QuantizationParamsTrait

trait QuantizationParamsTrait extends Params with IgnoredFeaturesParams with ThreadCountParams

Parameters for quantization. See documentation on https://catboost.ai/docs/ for details.

Linear Supertypes
ThreadCountParams, IgnoredFeaturesParams, Params, Serializable, Identifiable, AnyRef, Any
Known Subclasses
CatBoostClassifier, CatBoostRegressor, ClassifierTrainingParamsTrait, QuantizationParams, RegressorTrainingParamsTrait, TrainingParamsTrait
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. QuantizationParamsTrait
  2. ThreadCountParams
  3. IgnoredFeaturesParams
  4. Params
  5. Serializable
  6. Identifiable
  7. AnyRef
  8. Any
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Visibility
  1. Public
  2. Protected

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

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

Deprecated Value Members

  1. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable]) @Deprecated
    Deprecated

    (Since version 9)

Inherited from ThreadCountParams

Inherited from IgnoredFeaturesParams

Inherited from Params

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped