t

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

LightGBMLearnerParams

trait LightGBMLearnerParams extends Wrappable

Defines common parameters across all LightGBM learners related to learning score evolution.

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. LightGBMLearnerParams
  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. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  7. final def clear(param: Param[_]): LightGBMLearnerParams.this.type
    Definition Classes
    Params
  8. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  9. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  10. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  11. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  12. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  13. val earlyStoppingRound: IntParam
  14. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  15. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  16. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  17. def explainParams(): String
    Definition Classes
    Params
  18. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  19. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  20. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  21. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  22. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  23. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  24. def getEarlyStoppingRound: Int
  25. def getImprovementTolerance: Double
  26. def getMonotoneConstraints: Array[Int]
  27. def getMonotoneConstraintsMethod: String
  28. def getMonotonePenalty: Double
  29. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  30. def getOtherRate: Double
  31. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  32. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  33. def getTopRate: Double
  34. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  35. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  36. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  37. val improvementTolerance: DoubleParam
  38. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  39. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  40. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  41. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  42. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  43. val monotoneConstraints: IntArrayParam
  44. val monotoneConstraintsMethod: Param[String]
  45. val monotonePenalty: DoubleParam
  46. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  47. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  48. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  49. val otherRate: DoubleParam
  50. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  51. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  52. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  53. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  54. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  55. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  56. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  57. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  58. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  59. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  60. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  61. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  62. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  63. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  64. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  65. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  66. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  67. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  68. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  69. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  70. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  71. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  72. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  73. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  74. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  75. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  76. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  77. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  78. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  79. final def set(paramPair: ParamPair[_]): LightGBMLearnerParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  80. final def set(param: String, value: Any): LightGBMLearnerParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  81. final def set[T](param: Param[T], value: T): LightGBMLearnerParams.this.type
    Definition Classes
    Params
  82. final def setDefault(paramPairs: ParamPair[_]*): LightGBMLearnerParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  83. final def setDefault[T](param: Param[T], value: T): LightGBMLearnerParams.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  84. def setEarlyStoppingRound(value: Int): LightGBMLearnerParams.this.type
  85. def setImprovementTolerance(value: Double): LightGBMLearnerParams.this.type
  86. def setMonotoneConstraints(value: Array[Int]): LightGBMLearnerParams.this.type
  87. def setMonotoneConstraintsMethod(value: String): LightGBMLearnerParams.this.type
  88. def setMonotonePenalty(value: Double): LightGBMLearnerParams.this.type
  89. def setOtherRate(value: Double): LightGBMLearnerParams.this.type
  90. def setTopRate(value: Double): LightGBMLearnerParams.this.type
  91. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  92. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  93. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  94. val topRate: DoubleParam
  95. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  96. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  97. 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