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