Trait

com.microsoft.ml.spark

LightGBMParams

Related Doc: package spark

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trait LightGBMParams extends Wrappable with DefaultParamsWritable

Defines common parameters across all LightGBM learners.

Linear Supertypes
DefaultParamsWritable, MLWritable, Wrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. LightGBMParams
  2. DefaultParamsWritable
  3. MLWritable
  4. Wrappable
  5. Params
  6. Serializable
  7. Serializable
  8. Identifiable
  9. AnyRef
  10. Any
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Abstract Value Members

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

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    Definition Classes
    Params
  2. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

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

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    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  6. val baggingFraction: DoubleParam

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  7. val baggingFreq: IntParam

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  8. val baggingSeed: IntParam

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  9. final def clear(param: Param[_]): LightGBMParams.this.type

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    Definition Classes
    Params
  10. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  11. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
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    Params
  12. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
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    Params
  13. val defaultListenPort: IntParam

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  14. val earlyStoppingRound: IntParam

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

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    Definition Classes
    AnyRef
  16. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  17. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  18. def explainParams(): String

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    Definition Classes
    Params
  19. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  20. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  21. val featureFraction: DoubleParam

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  22. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  23. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  24. def getBaggingFraction: Double

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  25. def getBaggingFreq: Int

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  26. def getBaggingSeed: Int

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

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    Definition Classes
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  28. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  29. def getDefaultListenPort: Int

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  30. def getEarlyStoppingRound: Int

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  31. def getFeatureFraction: Double

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  32. def getLearningRate: Double

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  33. def getMaxBin: Int

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  34. def getMaxDepth: Int

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  35. def getMinSumHessianInLeaf: Double

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  36. def getModelString: String

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  37. def getNumIterations: Int

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  38. def getNumLeaves: Int

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  39. def getObjective: String

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

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    Definition Classes
    Params
  41. def getParallelism: String

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

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    Definition Classes
    Params
  43. def getTimeout: Double

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

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    Definition Classes
    Params
  45. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  46. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  47. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  48. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  49. final def isSet(param: Param[_]): Boolean

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    Definition Classes
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  50. val learningRate: DoubleParam

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  51. val maxBin: IntParam

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  52. val maxDepth: IntParam

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  53. val minSumHessianInLeaf: DoubleParam

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  54. val modelString: Param[String]

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

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    Definition Classes
    AnyRef
  56. final def notify(): Unit

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    Definition Classes
    AnyRef
  57. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  58. val numIterations: IntParam

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  59. val numLeaves: IntParam

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  60. val objective: Param[String]

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  61. val parallelism: Param[String]

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

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    Definition Classes
    Params
  63. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  64. final def set(paramPair: ParamPair[_]): LightGBMParams.this.type

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    Attributes
    protected
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    Params
  65. final def set(param: String, value: Any): LightGBMParams.this.type

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    Attributes
    protected
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    Params
  66. final def set[T](param: Param[T], value: T): LightGBMParams.this.type

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    Definition Classes
    Params
  67. def setBaggingFraction(value: Double): LightGBMParams.this.type

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  68. def setBaggingFreq(value: Int): LightGBMParams.this.type

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  69. def setBaggingSeed(value: Int): LightGBMParams.this.type

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  70. final def setDefault(paramPairs: ParamPair[_]*): LightGBMParams.this.type

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    Attributes
    protected
    Definition Classes
    Params
  71. final def setDefault[T](param: Param[T], value: T): LightGBMParams.this.type

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    Attributes
    protected
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    Params
  72. def setDefaultListenPort(value: Int): LightGBMParams.this.type

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  73. def setEarlyStoppingRound(value: Int): LightGBMParams.this.type

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  74. def setFeatureFraction(value: Double): LightGBMParams.this.type

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  75. def setLearningRate(value: Double): LightGBMParams.this.type

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  76. def setMaxBin(value: Int): LightGBMParams.this.type

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  77. def setMaxDepth(value: Int): LightGBMParams.this.type

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  78. def setMinSumHessianInLeaf(value: Double): LightGBMParams.this.type

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  79. def setModelString(value: String): LightGBMParams.this.type

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  80. def setNumIterations(value: Int): LightGBMParams.this.type

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  81. def setNumLeaves(value: Int): LightGBMParams.this.type

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  82. def setObjective(value: String): LightGBMParams.this.type

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  83. def setParallelism(value: String): LightGBMParams.this.type

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  84. def setTimeout(value: Double): LightGBMParams.this.type

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

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    Definition Classes
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  86. val timeout: DoubleParam

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  87. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  88. final def wait(): Unit

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    Definition Classes
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    Annotations
    @throws( ... )
  89. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  90. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  91. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Wrappable

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

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