trait LightGBMSeedParams extends Wrappable

Defines common parameters related to seed and determinism

Linear Supertypes
Wrappable, RWrappable, PythonWrappable, BaseWrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
LightGBMBase, LightGBMClassifier, LightGBMRanker, LightGBMRegressor, LightGBMParams
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Inherited
  1. LightGBMSeedParams
  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. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. val baggingSeed: IntParam
  7. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  8. final def clear(param: Param[_]): LightGBMSeedParams.this.type
    Definition Classes
    Params
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  10. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  11. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  12. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  13. val dataRandomSeed: IntParam
  14. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. val deterministic: BooleanParam
  16. val dropSeed: IntParam
  17. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  18. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  19. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  20. def explainParams(): String
    Definition Classes
    Params
  21. val extraSeed: IntParam
  22. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  23. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  24. val featureFractionSeed: IntParam
  25. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  26. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  27. def getBaggingSeed: Int
  28. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  29. def getDataRandomSeed: Int
  30. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  31. def getDeterministic: Boolean
  32. def getDropSeed: Int
  33. def getExtraSeed: Int
  34. def getFeatureFractionSeed: Int
  35. def getObjectiveSeed: Int
  36. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  37. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  38. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  39. def getSeed: Int
  40. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  41. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  42. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  43. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  44. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  45. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  46. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  47. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  48. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  49. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  50. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  51. val objectiveSeed: IntParam
  52. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  53. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  54. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  55. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  56. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  57. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  58. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  59. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  60. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  61. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  62. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  63. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  64. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  65. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  66. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  67. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  68. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  69. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  70. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  71. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  72. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  73. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  74. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  75. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  76. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  77. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  78. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  79. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  80. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  81. val seed: IntParam
  82. final def set(paramPair: ParamPair[_]): LightGBMSeedParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  83. final def set(param: String, value: Any): LightGBMSeedParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  84. final def set[T](param: Param[T], value: T): LightGBMSeedParams.this.type
    Definition Classes
    Params
  85. def setBaggingSeed(value: Int): LightGBMSeedParams.this.type
  86. def setDataRandomSeed(value: Int): LightGBMSeedParams.this.type
  87. final def setDefault(paramPairs: ParamPair[_]*): LightGBMSeedParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  88. final def setDefault[T](param: Param[T], value: T): LightGBMSeedParams.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  89. def setDeterministic(value: Boolean): LightGBMSeedParams.this.type
  90. def setDropSeed(value: Int): LightGBMSeedParams.this.type
  91. def setExtraSeed(value: Int): LightGBMSeedParams.this.type
  92. def setFeatureFractionSeed(value: Int): LightGBMSeedParams.this.type
  93. def setObjectiveSeed(value: Int): LightGBMSeedParams.this.type
  94. def setSeed(value: Int): LightGBMSeedParams.this.type
  95. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  96. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  97. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  98. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  99. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  100. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Inherited from Wrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

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