Class/Object

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

SparkSVMModel

Related Docs: object SparkSVMModel | package svm

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class SparkSVMModel extends hex.Model[SparkSVMModel, SparkSVMParameters, SparkSVMOutput]

Linear Supertypes
hex.Model[SparkSVMModel, SparkSVMParameters, SparkSVMOutput], Lockable[SparkSVMModel], Keyed[SparkSVMModel], Iced[SparkSVMModel], Externalizable, Serializable, Freezable[SparkSVMModel], Cloneable, AnyRef, Any
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Inherited
  1. SparkSVMModel
  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
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    Model

  2. class JavaModelStreamWriter extends StreamWriter

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    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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    AnyRef → Any

  4. def AUCPR(): Double

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    Definition Classes
    Model

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

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    Definition Classes
    Model

  6. def addMetrics(arg0: ModelMetrics): ModelMetrics

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    Definition Classes
    Model

  7. def addModelMetrics(arg0: ModelMetrics): ModelMetrics

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    Model

  8. def addWarning(arg0: String): Unit

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    Model

  9. def addWarningP(arg0: String): Unit

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    Model

  10. def asBytes(): Array[Byte]

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  11. final def asInstanceOf[T0]: T0

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    Any

  12. def auc(): Double

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    Model

  13. final def checksum(): Long

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    Keyed

  14. def checksum_impl(): Long

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    Model → Keyed

  15. def classification_error(): Double

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    Model

  16. final def clone(): SparkSVMModel

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  17. def compareTo(arg0: SparkSVMModel): Int

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    Model

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

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

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  20. def copyOver(arg0: SparkSVMModel): Unit

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

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  22. def defaultThreshold(): Double

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  23. final def delete(arg0: Key[Job], arg1: Futures, arg2: Boolean): Futures

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    Lockable

  24. final def delete(arg0: Boolean): Unit

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    Lockable

  25. final def delete(): Unit

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    Lockable

  26. def deleteCrossValidationFoldAssignment(): Unit

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  27. def deleteCrossValidationModels(): Unit

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  28. def deleteCrossValidationPreds(): Unit

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  29. def delete_and_lock(arg0: Key[Job]): SparkSVMModel

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    Lockable

  30. def delete_and_lock(arg0: Job): SparkSVMModel

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    Lockable

  31. def delete_and_lock(): SparkSVMModel

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    Lockable

  32. def deviance(): Double

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    Model

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

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    Model

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

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    AnyRef

  35. def equals(arg0: Any): Boolean

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

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

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

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

  38. def fillScoringInfo(arg0: ScoringInfo): Unit

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  39. def finalize(): Unit

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

  40. final def frozenType(): Int

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

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  42. def getDefaultGridSortBy(): GridSortBy

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    Definition Classes
    Model

  43. def getMojo(): SVMMojoWriter

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    Definition Classes
    SparkSVMModel → Model

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

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  45. def getToEigenVec(): ToEigenVec

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  46. def hashCode(): Int

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  47. def haveMojo(): Boolean

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  48. def havePojo(): Boolean

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  49. final def isInstanceOf[T0]: Boolean

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  50. final def isSupervised(): Boolean

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  51. def last_scored(): ScoringInfo

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  52. def lift_top_group(): Double

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  53. def likelihood(arg0: Double, arg1: Double, arg2: Double): Double

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  54. def logloss(): Double

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  55. def loss(): Float

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  56. def mae(): Double

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

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

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    SparkSVMModel → Model

  59. def makeSchema(): Class[ModelKeyV3]

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  60. def makeScoringDomains(arg0: Frame, arg1: Boolean, arg2: Array[String]): Array[Array[String]]

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  61. def makeScoringNames(): Array[String]

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  62. def mean_per_class_error(): Double

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  63. def modelDescriptor(): ModelDescriptor

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  64. def mse(): Double

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

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    AnyRef

  66. def needsPostProcess(): Boolean

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  67. final def notify(): Unit

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    AnyRef

  68. final def notifyAll(): Unit

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  69. val output: SparkSVMOutput

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  70. val parms: SparkSVMParameters

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

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

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  73. def r2(): Double

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  74. final def read(arg0: AutoBuffer): SparkSVMModel

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

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    Model → Keyed

  76. def readExternal(arg0: ObjectInput): Unit

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

  77. final def readJSON(arg0: AutoBuffer): SparkSVMModel

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    Iced → Freezable

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

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    Lockable

  79. def reloadFromBytes(arg0: Array[Byte]): SparkSVMModel

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  80. final def remove(arg0: Futures, arg1: Boolean): Futures

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    Keyed

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

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    Keyed

  82. final def remove(arg0: Boolean): Unit

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    Keyed

  83. final def remove(): Unit

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    Keyed

  84. def remove_impl(arg0: Futures, arg1: Boolean): Futures

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  85. def rmsle(): Double

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

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  87. def score(arg0: Frame, arg1: String, arg2: Job, arg3: Boolean, arg4: CFuncRef): Frame

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    @throws( ... )

  88. def score(arg0: Frame, arg1: String, arg2: Job, arg3: Boolean): Frame

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    @throws( ... )

  89. def score(arg0: Frame, arg1: String, arg2: Job): Frame

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    @throws( ... )

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

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    @throws( ... )

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

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    @throws( ... )

  92. def score(arg0: Frame): Frame

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    @throws( ... )

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

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

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

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

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

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  98. def scoreMetrics(arg0: Frame): MetricBuilder

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

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  100. def scoring_history(): Array[ScoringInfo]

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  101. val selfKey: Key[SparkSVMModel]

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  102. def setupBigScorePredict(arg0: BigScore): BigScorePredict

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

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

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

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

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

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

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

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

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  111. def toJavaCheckTooBig(): Boolean

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

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  113. def toJavaNCLASSES(arg0: SBPrintStream): SBPrintStream

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  114. def toJavaPROB(arg0: SBPrintStream): SBPrintStream

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

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

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

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  118. final def toJsonString(): String

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  119. def toMojo(): MojoModel

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

  120. def toString(): String

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  121. def unlock(arg0: Key[Job], arg1: Boolean): SparkSVMModel

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    Lockable

  122. def unlock(arg0: Key[Job]): SparkSVMModel

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  123. def unlock(arg0: Job): SparkSVMModel

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  124. def unlock(): SparkSVMModel

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  125. def unlock_all(): Unit

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  126. def update(arg0: Key[Job]): SparkSVMModel

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    Lockable

  127. def update(arg0: Job): SparkSVMModel

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  128. def update(): SparkSVMModel

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  129. final def wait(): Unit

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    @throws( ... )

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

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

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

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  133. def writeAll(arg0: AutoBuffer): AutoBuffer

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    Keyed

  134. def writeAll_impl(arg0: AutoBuffer): AutoBuffer

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  135. def writeExternal(arg0: ObjectOutput): Unit

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

  136. def writeJSON(arg0: AutoBuffer): AutoBuffer

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

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    Lockable

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

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    Lockable

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

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    Lockable

Deprecated Value Members

  1. def remove_impl(arg0: Futures): Futures

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    @Deprecated @deprecated
    Deprecated

    (Since version ) see corresponding Javadoc for more information.

Inherited from hex.Model[SparkSVMModel, SparkSVMParameters, SparkSVMOutput]

Inherited from Lockable[SparkSVMModel]

Inherited from Keyed[SparkSVMModel]

Inherited from Iced[SparkSVMModel]

Inherited from Externalizable

Inherited from Serializable

Inherited from Freezable[SparkSVMModel]

Inherited from Cloneable

Inherited from AnyRef

Inherited from Any

Ungrouped