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, 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. 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[_]): 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. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  14. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  15. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  16. def explainParams(): String
    Definition Classes
    Params
  17. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  18. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  19. val featuresShapCol: Param[String]
  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 getFeaturesShapCol: String
  25. def getLeafPredictionCol: String
  26. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  27. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  28. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  29. def getPredictDisableShapeCheck: Boolean
  30. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  31. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  32. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  33. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  34. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  35. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  36. val leafPredictionCol: Param[String]
  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. val predictDisableShapeCheck: BooleanParam
  44. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  45. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  46. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  47. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  48. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  49. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  50. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  51. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  52. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  53. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  54. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  55. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  56. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  57. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  58. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  59. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  60. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  61. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  62. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  63. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  64. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  65. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  66. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  67. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  68. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  69. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  70. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  71. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  72. final def set(paramPair: ParamPair[_]): LightGBMPredictionParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  73. final def set(param: String, value: Any): LightGBMPredictionParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  74. final def set[T](param: Param[T], value: T): LightGBMPredictionParams.this.type
    Definition Classes
    Params
  75. final def setDefault(paramPairs: ParamPair[_]*): LightGBMPredictionParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  76. final def setDefault[T](param: Param[T], value: T): LightGBMPredictionParams.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  77. def setFeaturesShapCol(value: String): LightGBMPredictionParams.this.type
  78. def setLeafPredictionCol(value: String): LightGBMPredictionParams.this.type
  79. def setPredictDisableShapeCheck(value: Boolean): LightGBMPredictionParams.this.type
  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