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com.microsoft.azure.synapse.ml.lightgbm.params

LightGBMCategoricalParams

trait LightGBMCategoricalParams extends Wrappable

Defines common parameters across all LightGBM learners related to categorical variable treatment.

Linear Supertypes
Wrappable, RWrappable, PythonWrappable, BaseWrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
LightGBMBase, LightGBMClassifier, LightGBMRanker, LightGBMRegressor, LightGBMParams
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. LightGBMCategoricalParams
  2. Wrappable
  3. RWrappable
  4. PythonWrappable
  5. BaseWrappable
  6. Params
  7. Serializable
  8. Serializable
  9. Identifiable
  10. AnyRef
  11. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

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. val catSmooth: DoubleParam
  7. val catl2: DoubleParam
  8. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  9. final def clear(param: Param[_]): LightGBMCategoricalParams.this.type
    Definition Classes
    Params
  10. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  11. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  12. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  13. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  14. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  16. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  17. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  18. def explainParams(): String
    Definition Classes
    Params
  19. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  20. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  21. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  22. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  23. def getCatSmooth: Double
  24. def getCatl2: Double
  25. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  26. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  27. def getMaxCatThreshold: Int
  28. def getMaxCatToOnehot: Int
  29. def getMinDataPerGroup: Int
  30. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  31. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  32. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  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 def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  37. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  38. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  39. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  40. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  41. val maxCatThreshold: IntParam
  42. val maxCatToOnehot: IntParam
  43. val minDataPerGroup: IntParam
  44. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  45. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  46. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  47. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  48. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  49. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  50. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  51. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  52. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  53. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  54. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  55. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  56. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  57. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  58. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  59. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  60. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  61. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  62. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  63. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  64. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  65. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  66. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  67. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  68. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  69. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  70. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  71. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  72. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  73. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  74. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  75. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  76. final def set(paramPair: ParamPair[_]): LightGBMCategoricalParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  77. final def set(param: String, value: Any): LightGBMCategoricalParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  78. final def set[T](param: Param[T], value: T): LightGBMCategoricalParams.this.type
    Definition Classes
    Params
  79. def setCatSmooth(value: Double): LightGBMCategoricalParams.this.type
  80. def setCatl2(value: Double): LightGBMCategoricalParams.this.type
  81. final def setDefault(paramPairs: ParamPair[_]*): LightGBMCategoricalParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  82. final def setDefault[T](param: Param[T], value: T): LightGBMCategoricalParams.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  83. def setMaxCatThreshold(value: Int): LightGBMCategoricalParams.this.type
  84. def setMaxCatToOnehot(value: Int): LightGBMCategoricalParams.this.type
  85. def setMinDataPerGroup(value: Int): LightGBMCategoricalParams.this.type
  86. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  87. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  88. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  89. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  90. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  91. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Inherited from Wrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped