t

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

LightGBMPredictionParams

trait LightGBMPredictionParams extends Wrappable

Defines common prediction parameters across LightGBM Ranker, Classifier and Regressor

Linear Supertypes
Wrappable, DotnetWrappable, RWrappable, PythonWrappable, BaseWrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
LightGBMBase, LightGBMClassificationModel, LightGBMClassifier, LightGBMRanker, LightGBMRankerModel, LightGBMRegressionModel, LightGBMRegressor, LightGBMParams
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. LightGBMPredictionParams
  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. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  7. final def clear(param: Param[_]): LightGBMPredictionParams.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. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  14. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  15. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  16. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  17. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  18. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  19. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  20. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  21. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  22. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  23. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  24. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  25. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  26. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  27. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  28. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  29. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  30. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  31. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  32. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  33. def explainParams(): String
    Definition Classes
    Params
  34. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  35. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  36. val featuresShapCol: Param[String]
  37. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  38. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  39. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  40. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  41. def getFeaturesShapCol: String
  42. def getLeafPredictionCol: String
  43. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  44. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  45. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  46. def getPredictDisableShapeCheck: Boolean
  47. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  48. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  49. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  50. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  51. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  52. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  53. val leafPredictionCol: Param[String]
  54. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  55. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  56. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  57. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  58. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  59. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  60. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  61. val predictDisableShapeCheck: BooleanParam
  62. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  63. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  64. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  65. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  66. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  67. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  68. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  69. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  70. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  71. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  72. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  73. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  74. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  75. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  76. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  77. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  78. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  79. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  80. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  81. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  82. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  83. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  84. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  85. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  86. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  87. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  88. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  89. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  90. final def set(paramPair: ParamPair[_]): LightGBMPredictionParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  91. final def set(param: String, value: Any): LightGBMPredictionParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  92. final def set[T](param: Param[T], value: T): LightGBMPredictionParams.this.type
    Definition Classes
    Params
  93. final def setDefault(paramPairs: ParamPair[_]*): LightGBMPredictionParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  94. final def setDefault[T](param: Param[T], value: T): LightGBMPredictionParams.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  95. def setFeaturesShapCol(value: String): LightGBMPredictionParams.this.type
  96. def setLeafPredictionCol(value: String): LightGBMPredictionParams.this.type
  97. def setPredictDisableShapeCheck(value: Boolean): LightGBMPredictionParams.this.type
  98. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  99. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  100. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  101. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  102. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  103. 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