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 CMetricScoringTask[BigScore] with BigScorePredict with BigScoreChunkPredict

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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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    AnyRef → Any

  2. final def ##(): Int

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    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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    Model

  7. def addWarning(arg0: String): Unit

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    Definition Classes
    Model

  8. def addWarningP(arg0: String): Unit

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    Definition Classes
    Model

  9. def asBytes(): Array[Byte]

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  10. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  11. def auc(): Double

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    Definition Classes
    Model

  12. final def checksum(): Long

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    Definition Classes
    Keyed

  13. def checksum_impl(): Long

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    Model → Keyed

  14. def classification_error(): Double

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    Definition Classes
    Model

  15. final def clone(): SVMModel

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    Definition Classes
    Iced → Freezable → AnyRef

  16. def compareTo(arg0: SVMModel): Int

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    Definition Classes
    Model

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

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    Definition Classes
    Model

  18. def containsResponse(arg0: String, arg1: String): Boolean

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    Definition Classes
    Model

  19. def copyOver(arg0: SVMModel): Unit

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    Iced

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

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    Model

  21. def defaultThreshold(): Double

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    Model

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

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    Lockable

  23. def delete(): Unit

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    Lockable

  24. def deleteCrossValidationModels(): Unit

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    Model

  25. def deleteCrossValidationPreds(): Unit

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    Model

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

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    Lockable

  27. def delete_and_lock(arg0: Job): SVMModel

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    Lockable

  28. def delete_and_lock(): SVMModel

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    Definition Classes
    Lockable

  29. def deviance(): Double

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    Definition Classes
    Model

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

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    Definition Classes
    Model

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

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    AnyRef

  32. def equals(arg0: Any): Boolean

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    AnyRef → Any

  33. def exportBinaryModel(arg0: String, arg1: Boolean): URI

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    Definition Classes
    Model
    Annotations
    @throws( classOf[java.io.IOException] )

  34. def exportMojo(arg0: String, arg1: Boolean): URI

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    Definition Classes
    Model
    Annotations
    @throws( classOf[java.io.IOException] )

  35. def fillScoringInfo(arg0: ScoringInfo): Unit

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    Definition Classes
    Model

  36. def finalize(): Unit

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    AnyRef
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    @throws( classOf[java.lang.Throwable] )

  37. final def frozenType(): Int

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    Iced → Freezable

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

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    AnyRef → Any

  39. def getDefaultGridSortBy(): GridSortBy

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    Definition Classes
    Model

  40. def getMojo(): SVMMojoWriter

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    Definition Classes
    SVMModel → Model

  41. def getPojoInterfaces(): Array[Class[_]]

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  42. def getToEigenVec(): ToEigenVec

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    Model

  43. def hashCode(): Int

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    Definition Classes
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  44. def haveMojo(): Boolean

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    Model

  45. def havePojo(): Boolean

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    Definition Classes
    Model

  46. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  47. final def isSupervised(): Boolean

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    Definition Classes
    Model

  48. def last_scored(): ScoringInfo

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    Model

  49. def lift_top_group(): Double

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    Definition Classes
    Model

  50. def logloss(): Double

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    Definition Classes
    Model

  51. def loss(): Float

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    Definition Classes
    Model

  52. def mae(): Double

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    Definition Classes
    Model

  53. def makeBigScoreTask(arg0: Array[Array[String]], arg1: Array[String], arg2: Frame, arg3: Boolean, arg4: Boolean, arg5: Job, arg6: CFuncRef): BigScore

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    Model

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

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    Definition Classes
    SVMModel → Model

  55. def makeSchema(): Class[ModelKeyV3]

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    Definition Classes
    Model → Keyed

  56. def makeScoringNames(): Array[String]

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    Model

  57. def mean_per_class_error(): Double

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    Model

  58. def mse(): Double

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    Model

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

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    AnyRef

  60. def needsPostProcess(): Boolean

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    Definition Classes
    SVMModel → Model

  61. final def notify(): Unit

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    AnyRef

  62. final def notifyAll(): Unit

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    AnyRef

  63. val output: SVMOutput

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  64. val parms: SVMParameters

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  65. def postProcessPredictions(arg0: Frame, arg1: Frame, arg2: Job): Frame

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  66. def predictScoreImpl(arg0: Frame, arg1: Frame, arg2: String, arg3: Job, arg4: Boolean, arg5: CFuncRef): Frame

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  67. def r2(): Double

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

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

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    Model → Keyed

  70. def readExternal(arg0: ObjectInput): Unit

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    Annotations
    @throws( ... ) @throws( classOf[java.io.IOException] )

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

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

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    Lockable

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

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    Iced → Freezable

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

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    Keyed

  75. final def remove(): Unit

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    Keyed

  76. def remove_impl(arg0: Futures): Futures

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    Model → Keyed

  77. def rmsle(): Double

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    Definition Classes
    Model

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

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    Model

  79. def score(arg0: Frame, arg1: String, arg2: Job[_ <: Keyed[_ <: Keyed[_ <: AnyRef]]], arg3: Boolean, arg4: CFuncRef): Frame

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    @throws( ... )

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

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    @throws( ... )

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

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

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    @throws( ... )

  83. def score(arg0: Frame, arg1: String, arg2: CFuncRef): Frame

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    @throws( ... )

  84. def score(arg0: Frame): Frame

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    @throws( ... )

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

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

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

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    Model

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

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  89. final def score0PostProcessSupervised(arg0: Array[Double], arg1: Array[Double]): Unit

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  90. def scoreMetrics(arg0: Frame): MetricBuilder

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

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  92. def scoring_history(): Array[ScoringInfo]

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  93. val selfKey: Key[SVMModel]

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  94. def setupBigScorePredict(arg0: BigScore): BigScorePredict

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

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    Definition Classes
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  96. def testJavaScoring(arg0: Frame, arg1: Frame, arg2: Config, arg3: Double, arg4: Double, arg5: Double): Boolean

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

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

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

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

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

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

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  103. def toJavaCheckTooBig(): Boolean

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    SVMModel → Model

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

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  105. def toJavaNCLASSES(arg0: SBPrintStream): SBPrintStream

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  106. def toJavaPROB(arg0: SBPrintStream): SBPrintStream

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

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

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  109. def toJavaTransform(arg0: SBPrintStream, arg1: CodeGeneratorPipeline, arg2: Boolean): SBPrintStream

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  110. final def toJsonString(): String

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  111. def toMojo(): MojoModel

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    Model
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    @throws( classOf[java.io.IOException] )

  112. def toString(): String

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

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    Lockable

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

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    Lockable

  115. def unlock(arg0: Job): SVMModel

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    Lockable

  116. def unlock(): SVMModel

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    Lockable

  117. def unlock_all(): Unit

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    Lockable

  118. def update(arg0: Key[Job[_ <: Keyed[_ <: Keyed[_ <: AnyRef]]]]): SVMModel

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    Lockable

  119. def update(arg0: Job[_ <: Keyed[_ <: Keyed[_ <: AnyRef]]]): SVMModel

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  120. def update(): SVMModel

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  121. final def wait(): Unit

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    @throws( ... )

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

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

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

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  125. def writeAll(arg0: AutoBuffer): AutoBuffer

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    Keyed

  126. def writeAll_impl(arg0: AutoBuffer): AutoBuffer

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  127. def writeExternal(arg0: ObjectOutput): Unit

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    @throws( classOf[java.io.IOException] )

  128. def writeJSON(arg0: AutoBuffer): AutoBuffer

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    Iced → Freezable

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

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    Lockable

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

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    Lockable

  131. 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