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

LightGBMExecutionParams

trait LightGBMExecutionParams extends Wrappable

Defines common LightGBM execution parameters.

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. LightGBMExecutionParams
  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 chunkSize: IntParam
  7. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  8. final def clear(param: Param[_]): LightGBMExecutionParams.this.type
    Definition Classes
    Params
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  10. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  11. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  12. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  13. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  14. val defaultListenPort: IntParam
  15. val driverListenPort: IntParam
  16. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  17. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  18. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  19. def explainParams(): String
    Definition Classes
    Params
  20. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  21. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  22. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  23. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  24. def getChunkSize: Int
  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. def getDefaultListenPort: Int
  28. def getDriverListenPort: Int
  29. def getMatrixType: String
  30. def getNumBatches: Int
  31. def getNumTasks: Int
  32. def getNumThreads: Int
  33. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  34. def getParallelism: String
  35. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  36. def getRepartitionByGroupingColumn: Boolean
  37. def getTimeout: Double
  38. def getTopK: Int
  39. def getUseBarrierExecutionMode: Boolean
  40. def getUseSingleDatasetMode: Boolean
  41. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  42. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  43. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  44. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  45. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  46. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  47. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  48. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  49. val matrixType: Param[String]
  50. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  51. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  52. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  53. val numBatches: IntParam
  54. val numTasks: IntParam
  55. val numThreads: IntParam
  56. val parallelism: Param[String]
  57. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  58. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  59. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  60. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  61. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  62. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  63. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  64. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  65. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  66. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  67. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  68. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  69. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  70. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  71. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  72. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  73. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  74. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  75. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  76. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  77. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  78. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  79. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  80. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  81. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  82. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  83. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  84. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  85. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  86. val repartitionByGroupingColumn: BooleanParam
  87. final def set(paramPair: ParamPair[_]): LightGBMExecutionParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  88. final def set(param: String, value: Any): LightGBMExecutionParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  89. final def set[T](param: Param[T], value: T): LightGBMExecutionParams.this.type
    Definition Classes
    Params
  90. def setChunkSize(value: Int): LightGBMExecutionParams.this.type
  91. final def setDefault(paramPairs: ParamPair[_]*): LightGBMExecutionParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  92. final def setDefault[T](param: Param[T], value: T): LightGBMExecutionParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  93. def setDefaultListenPort(value: Int): LightGBMExecutionParams.this.type
  94. def setDriverListenPort(value: Int): LightGBMExecutionParams.this.type
  95. def setMatrixType(value: String): LightGBMExecutionParams.this.type
  96. def setNumBatches(value: Int): LightGBMExecutionParams.this.type
  97. def setNumTasks(value: Int): LightGBMExecutionParams.this.type
  98. def setNumThreads(value: Int): LightGBMExecutionParams.this.type
  99. def setParallelism(value: String): LightGBMExecutionParams.this.type
  100. def setRepartitionByGroupingColumn(value: Boolean): LightGBMExecutionParams.this.type
  101. def setTimeout(value: Double): LightGBMExecutionParams.this.type
  102. def setTopK(value: Int): LightGBMExecutionParams.this.type
  103. def setUseBarrierExecutionMode(value: Boolean): LightGBMExecutionParams.this.type
  104. def setUseSingleDatasetMode(value: Boolean): LightGBMExecutionParams.this.type
  105. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  106. val timeout: DoubleParam
  107. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  108. val topK: IntParam
  109. val useBarrierExecutionMode: BooleanParam
  110. val useSingleDatasetMode: BooleanParam
  111. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  112. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  113. 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