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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 getMicroBatchSize: Int
  19. def getNumBatches: Int
  20. def getNumTasks: Int
  21. def getNumThreads: Int
  22. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  23. def getParallelism: String
  24. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  25. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  26. def getPassThroughArgs: String
  27. def getRepartitionByGroupingColumn: Boolean
  28. def getTimeout: Double
  29. def getTopK: Int
  30. def getUseBarrierExecutionMode: Boolean
  31. def getUseSingleDatasetMode: Boolean
  32. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  33. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  34. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  35. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  36. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  37. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  38. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  39. val matrixType: Param[String]
  40. val microBatchSize: IntParam
  41. val numBatches: IntParam
  42. val numTasks: IntParam
  43. val numThreads: IntParam
  44. val parallelism: Param[String]
  45. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  46. val passThroughArgs: Param[String]
  47. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  48. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  49. val repartitionByGroupingColumn: BooleanParam
  50. final def set[T](param: Param[T], value: T): LightGBMExecutionParams.this.type
    Definition Classes
    Params
  51. def setChunkSize(value: Int): LightGBMExecutionParams.this.type
  52. def setDefaultListenPort(value: Int): LightGBMExecutionParams.this.type
  53. def setDriverListenPort(value: Int): LightGBMExecutionParams.this.type
  54. def setExecutionMode(value: String): LightGBMExecutionParams.this.type
  55. def setMatrixType(value: String): LightGBMExecutionParams.this.type
  56. def setMicroBatchSize(value: Int): LightGBMExecutionParams.this.type
  57. def setNumBatches(value: Int): LightGBMExecutionParams.this.type
  58. def setNumTasks(value: Int): LightGBMExecutionParams.this.type
  59. def setNumThreads(value: Int): LightGBMExecutionParams.this.type
  60. def setParallelism(value: String): LightGBMExecutionParams.this.type
  61. def setPassThroughArgs(value: String): LightGBMExecutionParams.this.type
  62. def setRepartitionByGroupingColumn(value: Boolean): LightGBMExecutionParams.this.type
  63. def setTimeout(value: Double): LightGBMExecutionParams.this.type
  64. def setTopK(value: Int): LightGBMExecutionParams.this.type
  65. def setUseBarrierExecutionMode(value: Boolean): LightGBMExecutionParams.this.type
  66. def setUseSingleDatasetMode(value: Boolean): LightGBMExecutionParams.this.type
  67. val timeout: DoubleParam
  68. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  69. val topK: IntParam
  70. val useBarrierExecutionMode: BooleanParam
  71. val useSingleDatasetMode: BooleanParam