t

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, DotnetWrappable, 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. DotnetWrappable
  4. RWrappable
  5. PythonWrappable
  6. BaseWrappable
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. 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. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  16. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  17. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  18. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  19. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  20. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  21. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  22. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  23. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  24. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  25. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  26. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  27. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  28. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  29. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  30. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  31. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  32. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  33. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  34. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  35. def explainParams(): String
    Definition Classes
    Params
  36. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  37. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  38. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  39. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  40. def getCatSmooth: Double
  41. def getCatl2: Double
  42. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  43. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  44. def getMaxCatThreshold: Int
  45. def getMaxCatToOnehot: Int
  46. def getMinDataPerGroup: Int
  47. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  48. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  49. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  50. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  51. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  52. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  53. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  54. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  55. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  56. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  57. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  58. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  59. val maxCatThreshold: IntParam
  60. val maxCatToOnehot: IntParam
  61. val minDataPerGroup: IntParam
  62. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  63. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  64. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  65. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  66. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  67. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  68. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  69. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  70. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  71. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  72. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  73. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  74. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  75. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  76. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  77. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  78. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  79. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  80. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  81. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  82. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  83. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  84. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  85. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  86. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  87. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  88. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  89. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  90. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  91. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  92. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  93. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  94. final def set(paramPair: ParamPair[_]): LightGBMCategoricalParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  95. final def set(param: String, value: Any): LightGBMCategoricalParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  96. final def set[T](param: Param[T], value: T): LightGBMCategoricalParams.this.type
    Definition Classes
    Params
  97. def setCatSmooth(value: Double): LightGBMCategoricalParams.this.type
  98. def setCatl2(value: Double): LightGBMCategoricalParams.this.type
  99. final def setDefault(paramPairs: ParamPair[_]*): LightGBMCategoricalParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  100. final def setDefault[T](param: Param[T], value: T): LightGBMCategoricalParams.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  101. def setMaxCatThreshold(value: Int): LightGBMCategoricalParams.this.type
  102. def setMaxCatToOnehot(value: Int): LightGBMCategoricalParams.this.type
  103. def setMinDataPerGroup(value: Int): LightGBMCategoricalParams.this.type
  104. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  105. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  106. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  107. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  108. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  109. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Inherited from Wrappable

Inherited from DotnetWrappable

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