Class/Object

org.apache.spark.ml.spark.models.svm

SVMModel

Related Docs: object SVMModel | package svm

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class SVMModel extends hex.Model[SVMModel, SVMParameters, SVMOutput]

Linear Supertypes
hex.Model[SVMModel, SVMParameters, SVMOutput], Lockable[SVMModel], Keyed[SVMModel], Iced[SVMModel], Externalizable, Serializable, Freezable[SVMModel], Cloneable, AnyRef, Any
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Inherited
  1. SVMModel
  2. Model
  3. Lockable
  4. Keyed
  5. Iced
  6. Externalizable
  7. Serializable
  8. Freezable
  9. Cloneable
  10. AnyRef
  11. Any
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Visibility
  1. Public
  2. All

Type Members

  1. class BigScore extends MRTask[BigScore]

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    Attributes
    protected
    Definition Classes
    Model

  2. class JavaModelStreamWriter extends StreamWriter

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    Definition Classes
    Model

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 ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  4. def adaptTestForTrain(arg0: Frame, arg1: Boolean, arg2: Boolean): Array[String]

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    Definition Classes
    Model

  5. def addMetrics(arg0: ModelMetrics): ModelMetrics

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    Definition Classes
    Model

  6. def addModelMetrics(arg0: ModelMetrics): ModelMetrics

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    Definition Classes
    Model

  7. def addWarning(arg0: String): Unit

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    Definition Classes
    Model

  8. def asBytes(): Array[Byte]

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    Definition Classes
    Iced → Freezable

  9. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  10. def auc(): Double

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    Definition Classes
    Model

  11. final def checksum(): Long

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    Definition Classes
    Keyed

  12. def checksum_impl(): Long

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    Attributes
    protected[hex]
    Definition Classes
    Model → Keyed

  13. def classification_error(): Double

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    Definition Classes
    Model

  14. final def clone(): SVMModel

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    Definition Classes
    Iced → Freezable → AnyRef

  15. def compareTo(arg0: SVMModel): Int

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    Definition Classes
    Model

  16. def computeDeviances(arg0: Frame, arg1: Frame, arg2: String): Frame

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    Definition Classes
    Model

  17. def copyOver(arg0: SVMModel): Unit

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    Iced

  18. def data(arg0: Array[Chunk], arg1: Int, arg2: Int): Double

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    Definition Classes
    Model

  19. def defaultThreshold(): Double

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    Definition Classes
    Model

  20. def delete(arg0: Key[Job], arg1: Futures): Futures

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    Definition Classes
    Lockable

  21. def delete(): Unit

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    Definition Classes
    Lockable

  22. def deleteCrossValidationModels(): Unit

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    Definition Classes
    Model

  23. def delete_and_lock(arg0: Key[Job]): SVMModel

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    Definition Classes
    Lockable

  24. def delete_and_lock(arg0: Job): SVMModel

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    Definition Classes
    Lockable

  25. def delete_and_lock(): SVMModel

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    Definition Classes
    Lockable

  26. def deviance(): Double

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    Definition Classes
    Model

  27. def deviance(arg0: Double, arg1: Double, arg2: Double): Double

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    Definition Classes
    Model

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

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    Definition Classes
    AnyRef

  29. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  30. def fillScoringInfo(arg0: ScoringInfo): Unit

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    Definition Classes
    Model

  31. def finalize(): Unit

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

  32. final def frozenType(): Int

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    Definition Classes
    Iced → Freezable

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

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    Definition Classes
    AnyRef → Any

  34. def getMojo(): ModelMojoWriter

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    Definition Classes
    Model

  35. def getToEigenVec(): ToEigenVec

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    Definition Classes
    Model

  36. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  37. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  38. final def isSupervised(): Boolean

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    Definition Classes
    Model

  39. def last_scored(): ScoringInfo

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    Definition Classes
    Model

  40. def lift_top_group(): Double

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    Definition Classes
    Model

  41. def logloss(): Double

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    Definition Classes
    Model

  42. def loss(): Float

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    Definition Classes
    Model

  43. def mae(): Double

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    Definition Classes
    Model

  44. def makeBigScoreTask(arg0: Array[Array[String]], arg1: Array[String], arg2: Frame, arg3: Boolean, arg4: Boolean, arg5: Job): BigScore

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    Attributes
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    Definition Classes
    Model

  45. def makeMetricBuilder(domain: Array[String]): MetricBuilderSupervised[Nothing]

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    Definition Classes
    SVMModel → Model

  46. def makeSchema(): Class[ModelKeyV3]

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    Definition Classes
    Model → Keyed

  47. def makeScoringNames(): Array[String]

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    Attributes
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    Definition Classes
    Model

  48. def mean_per_class_error(): Double

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    Definition Classes
    Model

  49. def mse(): Double

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    Definition Classes
    Model

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

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    Definition Classes
    AnyRef

  51. final def notify(): Unit

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    Definition Classes
    AnyRef

  52. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  53. val output: SVMOutput

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  54. val parms: SVMParameters

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  55. def predictScoreImpl(arg0: Frame, arg1: Frame, arg2: String, arg3: Job, arg4: Boolean): Frame

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    Attributes
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    Definition Classes
    Model

  56. final def read(arg0: AutoBuffer): SVMModel

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    Definition Classes
    Iced → Freezable

  57. def readAll_impl(arg0: AutoBuffer, arg1: Futures): Keyed[_ <: Keyed]

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    Attributes
    protected[hex]
    Definition Classes
    Model → Keyed

  58. def readExternal(arg0: ObjectInput): Unit

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    Definition Classes
    Iced → Externalizable
    Annotations
    @throws( ... ) @throws( classOf[java.io.IOException] )

  59. final def readJSON(arg0: AutoBuffer): SVMModel

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    Definition Classes
    Iced → Freezable

  60. def read_lock(arg0: Key[Job]): Unit

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    Definition Classes
    Lockable

  61. def reloadFromBytes(arg0: Array[Byte]): SVMModel

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    Definition Classes
    Iced → Freezable

  62. final def remove(arg0: Futures): Futures

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    Definition Classes
    Keyed

  63. final def remove(): Unit

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    Definition Classes
    Keyed

  64. def remove_impl(arg0: Futures): Futures

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    Attributes
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    Definition Classes
    Model → Keyed

  65. def rmsle(): Double

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    Definition Classes
    Model

  66. def score(arg0: Array[Double]): Double

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    Definition Classes
    Model

  67. def score(arg0: Frame, arg1: String, arg2: Job[_ <: Keyed[_ <: Keyed[_ <: AnyRef]]], arg3: Boolean): Frame

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    Definition Classes
    Model
    Annotations
    @throws( ... )

  68. def score(arg0: Frame, arg1: String, arg2: Job[_ <: Keyed[_ <: Keyed[_ <: AnyRef]]]): Frame

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    Model
    Annotations
    @throws( ... )

  69. def score(arg0: Frame, arg1: String): Frame

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    Model
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    @throws( ... )

  70. def score(arg0: Frame): Frame

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    Model
    Annotations
    @throws( ... )

  71. def score0(data: Array[Double], preds: Array[Double]): Array[Double]

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    SVMModel → Model

  72. def score0(arg0: Array[Double], arg1: Array[Double], arg2: Double, arg3: Double): Array[Double]

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    Definition Classes
    Model

  73. def score0(arg0: Array[Chunk], arg1: Double, arg2: Double, arg3: Int, arg4: Array[Double], arg5: Array[Double]): Array[Double]

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    Definition Classes
    Model

  74. def score0(arg0: Array[Chunk], arg1: Int, arg2: Array[Double], arg3: Array[Double]): Array[Double]

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    Definition Classes
    Model

  75. def scoreMetrics(arg0: Frame): MetricBuilder

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    Model

  76. def scoringDomains(): Array[Array[String]]

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    Definition Classes
    Model

  77. def scoring_history(): Array[ScoringInfo]

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    Definition Classes
    Model

  78. val selfKey: Key[SVMModel]

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

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    Definition Classes
    AnyRef

  80. def testJavaScoring(arg0: Frame, arg1: Frame, arg2: Double, arg3: Double, arg4: Double): Boolean

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    Definition Classes
    Model

  81. def testJavaScoring(arg0: Frame, arg1: Frame, arg2: Double, arg3: Double): Boolean

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    Definition Classes
    Model

  82. def testJavaScoring(arg0: Frame, arg1: Frame, arg2: Double): Boolean

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    Definition Classes
    Model

  83. def toJava(arg0: SBPrintStream, arg1: Boolean, arg2: Boolean): SBPrintStream

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  84. final def toJava(arg0: OutputStream, arg1: Boolean, arg2: Boolean): SBPrintStream

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  85. final def toJava(arg0: Boolean, arg1: Boolean): String

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    Definition Classes
    Model

  86. def toJavaCheckTooBig(): Boolean

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    protected
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    SVMModel → Model

  87. def toJavaInit(sb: SBPrintStream, fileCtx: CodeGeneratorPipeline): SBPrintStream

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    SVMModel → Model

  88. def toJavaNCLASSES(arg0: SBPrintStream): SBPrintStream

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    Model

  89. def toJavaPROB(arg0: SBPrintStream): SBPrintStream

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    Model

  90. def toJavaPredictBody(bodySb: SBPrintStream, classCtx: CodeGeneratorPipeline, fileCtx: CodeGeneratorPipeline, verboseCode: Boolean): Unit

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    Attributes
    protected
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    SVMModel → Model

  91. def toJavaSuper(arg0: String, arg1: SBPrintStream): SBPrintStream

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    Attributes
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    Definition Classes
    Model

  92. final def toJsonString(): String

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    Definition Classes
    Iced

  93. def toString(): String

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    Definition Classes
    Model → AnyRef → Any

  94. def unlock(arg0: Key[Job], arg1: Boolean): SVMModel

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    Definition Classes
    Lockable

  95. def unlock(arg0: Key[Job]): SVMModel

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    Definition Classes
    Lockable

  96. def unlock(arg0: Job): SVMModel

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    Definition Classes
    Lockable

  97. def unlock(): SVMModel

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    Definition Classes
    Lockable

  98. def unlock_all(): Unit

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    Definition Classes
    Lockable

  99. def update(arg0: Key[Job]): SVMModel

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    Definition Classes
    Lockable

  100. def update(arg0: Job): SVMModel

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    Definition Classes
    Lockable

  101. def update(): SVMModel

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    Definition Classes
    Lockable

  102. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Annotations
    @throws( ... )

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

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    AnyRef
    Annotations
    @throws( ... )

  105. final def write(arg0: AutoBuffer): AutoBuffer

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    Definition Classes
    Iced → Freezable

  106. def writeAll(arg0: AutoBuffer): AutoBuffer

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    Definition Classes
    Keyed

  107. def writeAll_impl(arg0: AutoBuffer): AutoBuffer

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    Attributes
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    Definition Classes
    Model → Keyed

  108. def writeExternal(arg0: ObjectOutput): Unit

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    Definition Classes
    Iced → Externalizable
    Annotations
    @throws( classOf[java.io.IOException] )

  109. def writeJSON(arg0: AutoBuffer): AutoBuffer

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    Definition Classes
    Iced → Freezable

  110. def write_lock(arg0: Key[Job]): Lockable[?0] forSome {type ?0 <: Lockable[?0]}

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    Definition Classes
    Lockable

  111. def write_lock(arg0: Job): Lockable[?0] forSome {type ?0 <: Lockable[?0]}

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    Definition Classes
    Lockable

  112. def write_lock(): Lockable[?0] forSome {type ?0 <: Lockable[?0]}

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    Definition Classes
    Lockable

Inherited from hex.Model[SVMModel, SVMParameters, SVMOutput]

Inherited from Lockable[SVMModel]

Inherited from Keyed[SVMModel]

Inherited from Iced[SVMModel]

Inherited from Externalizable

Inherited from Serializable

Inherited from Freezable[SVMModel]

Inherited from Cloneable

Inherited from AnyRef

Inherited from Any

Ungrouped