trait LightGBMSlotParams extends Wrappable

Defines parameters for slots across all LightGBM learners.

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. LightGBMSlotParams
  2. Wrappable
  3. RWrappable
  4. PythonWrappable
  5. BaseWrappable
  6. Params
  7. Serializable
  8. Serializable
  9. Identifiable
  10. AnyRef
  11. Any
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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 categoricalSlotIndexes: IntArrayParam
  7. val categoricalSlotNames: StringArrayParam
  8. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  9. final def clear(param: Param[_]): LightGBMSlotParams.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 getCategoricalSlotIndexes: Array[Int]
  24. def getCategoricalSlotNames: Array[String]
  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. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  28. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  29. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  30. def getSlotNames: Array[String]
  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
    @native()
  34. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  35. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  36. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  37. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  38. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  39. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  40. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  41. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  42. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  43. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  44. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  45. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  46. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  47. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  48. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  49. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  50. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  51. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  52. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  53. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  54. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  55. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  56. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  57. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  58. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  59. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  60. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  61. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  62. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  63. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  64. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  65. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  66. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  67. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  68. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  69. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  70. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  71. final def set(paramPair: ParamPair[_]): LightGBMSlotParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  72. final def set(param: String, value: Any): LightGBMSlotParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  73. final def set[T](param: Param[T], value: T): LightGBMSlotParams.this.type
    Definition Classes
    Params
  74. def setCategoricalSlotIndexes(value: Array[Int]): LightGBMSlotParams.this.type
  75. def setCategoricalSlotNames(value: Array[String]): LightGBMSlotParams.this.type
  76. final def setDefault(paramPairs: ParamPair[_]*): LightGBMSlotParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  77. final def setDefault[T](param: Param[T], value: T): LightGBMSlotParams.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  78. def setSlotNames(value: Array[String]): LightGBMSlotParams.this.type
  79. val slotNames: StringArrayParam
  80. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  81. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  82. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  83. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  84. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  85. 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