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

LightGBMExecutionParams

trait LightGBMExecutionParams extends Wrappable

Defines common LightGBM execution parameters.

Linear Supertypes
Wrappable, DotnetWrappable, 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. DotnetWrappable
  4. RWrappable
  5. PythonWrappable
  6. BaseWrappable
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. 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. val chunkSize: IntParam
  2. final def clear(param: Param[_]): LightGBMExecutionParams.this.type
    Definition Classes
    Params
  3. val defaultListenPort: IntParam
  4. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  5. val driverListenPort: IntParam
  6. val executionMode: Param[String]
  7. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  8. def explainParams(): String
    Definition Classes
    Params
  9. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  10. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  11. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  12. def getChunkSize: Int
  13. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  14. def getDefaultListenPort: Int
  15. def getDriverListenPort: Int
  16. def getExecutionMode: String
  17. def getMatrixType: String
  18. def getMaxStreamingOMPThreads: Int
  19. def getMicroBatchSize: Int
  20. def getNumBatches: Int
  21. def getNumTasks: Int
  22. def getNumThreads: Int
  23. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  24. def getParallelism: String
  25. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  26. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  27. def getPassThroughArgs: String
  28. def getRepartitionByGroupingColumn: Boolean
  29. def getTimeout: Double
  30. def getTopK: Int
  31. def getUseBarrierExecutionMode: Boolean
  32. def getUseSingleDatasetMode: Boolean
  33. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  34. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  35. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  36. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  37. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  38. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  39. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  40. val matrixType: Param[String]
  41. val maxStreamingOMPThreads: IntParam
  42. val microBatchSize: IntParam
  43. val numBatches: IntParam
  44. val numTasks: IntParam
  45. val numThreads: IntParam
  46. val parallelism: Param[String]
  47. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  48. val passThroughArgs: Param[String]
  49. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  50. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  51. val repartitionByGroupingColumn: BooleanParam
  52. final def set[T](param: Param[T], value: T): LightGBMExecutionParams.this.type
    Definition Classes
    Params
  53. def setChunkSize(value: Int): LightGBMExecutionParams.this.type
  54. def setDefaultListenPort(value: Int): LightGBMExecutionParams.this.type
  55. def setDriverListenPort(value: Int): LightGBMExecutionParams.this.type
  56. def setExecutionMode(value: String): LightGBMExecutionParams.this.type
  57. def setMatrixType(value: String): LightGBMExecutionParams.this.type
  58. def setMaxStreamingOMPThreads(value: Int): LightGBMExecutionParams.this.type
  59. def setMicroBatchSize(value: Int): LightGBMExecutionParams.this.type
  60. def setNumBatches(value: Int): LightGBMExecutionParams.this.type
  61. def setNumTasks(value: Int): LightGBMExecutionParams.this.type
  62. def setNumThreads(value: Int): LightGBMExecutionParams.this.type
  63. def setParallelism(value: String): LightGBMExecutionParams.this.type
  64. def setPassThroughArgs(value: String): LightGBMExecutionParams.this.type
  65. def setRepartitionByGroupingColumn(value: Boolean): LightGBMExecutionParams.this.type
  66. def setTimeout(value: Double): LightGBMExecutionParams.this.type
  67. def setTopK(value: Int): LightGBMExecutionParams.this.type
  68. def setUseBarrierExecutionMode(value: Boolean): LightGBMExecutionParams.this.type
  69. def setUseSingleDatasetMode(value: Boolean): LightGBMExecutionParams.this.type
  70. val timeout: DoubleParam
  71. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  72. val topK: IntParam
  73. val useBarrierExecutionMode: BooleanParam
  74. val useSingleDatasetMode: BooleanParam