trait LightGBMSeedParams extends Wrappable

Defines common parameters related to seed and determinism

Linear Supertypes
Wrappable, DotnetWrappable, RWrappable, PythonWrappable, BaseWrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
LightGBMBase, LightGBMClassifier, LightGBMRanker, LightGBMRegressor, LightGBMParams
Ordering
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  2. By Inheritance
Inherited
  1. LightGBMSeedParams
  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. 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. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  17. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  18. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  19. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  20. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  21. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  22. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  23. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  24. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  25. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  26. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  27. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  28. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  29. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  30. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  31. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  32. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  33. val dropSeed: IntParam
  34. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  35. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  36. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  37. def explainParams(): String
    Definition Classes
    Params
  38. val extraSeed: IntParam
  39. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  40. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  41. val featureFractionSeed: IntParam
  42. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  43. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  44. def getBaggingSeed: Int
  45. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  46. def getDataRandomSeed: Int
  47. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  48. def getDeterministic: Boolean
  49. def getDropSeed: Int
  50. def getExtraSeed: Int
  51. def getFeatureFractionSeed: Int
  52. def getObjectiveSeed: Int
  53. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  54. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  55. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  56. def getSeed: Int
  57. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  58. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  59. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  60. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  61. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  62. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  63. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  64. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  65. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  66. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  67. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  68. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  69. val objectiveSeed: IntParam
  70. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  71. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  72. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  73. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  74. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  75. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  76. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  77. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  78. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  79. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  80. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  81. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  82. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  83. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  84. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  85. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  86. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  87. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  88. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  89. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  90. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  91. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  92. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  93. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  94. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  95. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  96. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  97. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  98. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  99. val seed: IntParam
  100. final def set(paramPair: ParamPair[_]): LightGBMSeedParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  101. final def set(param: String, value: Any): LightGBMSeedParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  102. final def set[T](param: Param[T], value: T): LightGBMSeedParams.this.type
    Definition Classes
    Params
  103. def setBaggingSeed(value: Int): LightGBMSeedParams.this.type
  104. def setDataRandomSeed(value: Int): LightGBMSeedParams.this.type
  105. final def setDefault(paramPairs: ParamPair[_]*): LightGBMSeedParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  106. final def setDefault[T](param: Param[T], value: T): LightGBMSeedParams.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  107. def setDeterministic(value: Boolean): LightGBMSeedParams.this.type
  108. def setDropSeed(value: Int): LightGBMSeedParams.this.type
  109. def setExtraSeed(value: Int): LightGBMSeedParams.this.type
  110. def setFeatureFractionSeed(value: Int): LightGBMSeedParams.this.type
  111. def setObjectiveSeed(value: Int): LightGBMSeedParams.this.type
  112. def setSeed(value: Int): LightGBMSeedParams.this.type
  113. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  114. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  115. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  116. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  117. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  118. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Inherited from Wrappable

Inherited from DotnetWrappable

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

Ungrouped