Trait

com.microsoft.ml.spark.lightgbm

LightGBMExecutionParams

Related Doc: package lightgbm

Permalink

trait LightGBMExecutionParams extends Wrappable

Defines common LightGBM execution parameters.

Linear Supertypes
Wrappable, HasAdditionalPythonMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
LightGBMBase, LightGBMClassifier, LightGBMParams, LightGBMRanker, LightGBMRegressor
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. LightGBMExecutionParams
  2. Wrappable
  3. HasAdditionalPythonMethods
  4. Params
  5. Serializable
  6. Serializable
  7. Identifiable
  8. AnyRef
  9. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

    Permalink
    Definition Classes
    Params

  2. abstract val uid: String

    Permalink
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  5. def additionalPythonMethods(): String

    Permalink
    Definition Classes
    HasAdditionalPythonMethods

  6. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  7. final def clear(param: Param[_]): LightGBMExecutionParams.this.type

    Permalink
    Definition Classes
    Params

  8. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  9. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  10. final def defaultCopy[T <: Params](extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  11. val defaultListenPort: IntParam

    Permalink

  12. val driverListenPort: IntParam

    Permalink

  13. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  14. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  15. def explainParam(param: Param[_]): String

    Permalink
    Definition Classes
    Params

  16. def explainParams(): String

    Permalink
    Definition Classes
    Params

  17. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

  18. final def extractParamMap(extra: ParamMap): ParamMap

    Permalink
    Definition Classes
    Params

  19. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  20. final def get[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  21. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any

  22. final def getDefault[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  23. def getDefaultListenPort: Int

    Permalink

  24. def getDriverListenPort: Int

    Permalink

  25. def getNumBatches: Int

    Permalink

  26. def getNumTasks: Int

    Permalink

  27. final def getOrDefault[T](param: Param[T]): T

    Permalink
    Definition Classes
    Params

  28. def getParallelism: String

    Permalink

  29. def getParam(paramName: String): Param[Any]

    Permalink
    Definition Classes
    Params

  30. def getRepartitionByGroupingColumn: Boolean

    Permalink

  31. def getTimeout: Double

    Permalink

  32. def getTopK: Int

    Permalink

  33. def getUseBarrierExecutionMode: Boolean

    Permalink

  34. final def hasDefault[T](param: Param[T]): Boolean

    Permalink
    Definition Classes
    Params

  35. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  36. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  37. final def isDefined(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  38. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  39. final def isSet(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  40. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  41. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  42. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  43. val numBatches: IntParam

    Permalink

  44. val numTasks: IntParam

    Permalink

  45. val parallelism: Param[String]

    Permalink

  46. lazy val params: Array[Param[_]]

    Permalink
    Definition Classes
    Params

  47. val repartitionByGroupingColumn: BooleanParam

    Permalink

  48. final def set(paramPair: ParamPair[_]): LightGBMExecutionParams.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  49. final def set(param: String, value: Any): LightGBMExecutionParams.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  50. final def set[T](param: Param[T], value: T): LightGBMExecutionParams.this.type

    Permalink
    Definition Classes
    Params

  51. final def setDefault(paramPairs: ParamPair[_]*): LightGBMExecutionParams.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  52. final def setDefault[T](param: Param[T], value: T): LightGBMExecutionParams.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  53. def setDefaultListenPort(value: Int): LightGBMExecutionParams.this.type

    Permalink

  54. def setDriverListenPort(value: Int): LightGBMExecutionParams.this.type

    Permalink

  55. def setNumBatches(value: Int): LightGBMExecutionParams.this.type

    Permalink

  56. def setNumTasks(value: Int): LightGBMExecutionParams.this.type

    Permalink

  57. def setParallelism(value: String): LightGBMExecutionParams.this.type

    Permalink

  58. def setRepartitionByGroupingColumn(value: Boolean): LightGBMExecutionParams.this.type

    Permalink

  59. def setTimeout(value: Double): LightGBMExecutionParams.this.type

    Permalink

  60. def setTopK(value: Int): LightGBMExecutionParams.this.type

    Permalink

  61. def setUseBarrierExecutionMode(value: Boolean): LightGBMExecutionParams.this.type

    Permalink

  62. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef

  63. val timeout: DoubleParam

    Permalink

  64. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  65. val topK: IntParam

    Permalink

  66. val useBarrierExecutionMode: BooleanParam

    Permalink

  67. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  68. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  69. final def wait(arg0: Long): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Wrappable

Inherited from HasAdditionalPythonMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped