Class/Object

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

SVMModel

Related Docs: object SVMModel | package svm

Permalink

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
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. SVMModel
  2. Model
  3. Lockable
  4. Keyed
  5. Iced
  6. Externalizable
  7. Serializable
  8. Freezable
  9. Cloneable
  10. AnyRef
  11. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Type Members

  1. class BigScore extends MRTask[BigScore]

    Permalink
    Attributes
    protected
    Definition Classes
    Model

  2. class JavaModelStreamWriter extends StreamWriter

    Permalink
    Definition Classes
    Model

Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Model

  5. def addMetrics(arg0: ModelMetrics): ModelMetrics

    Permalink
    Definition Classes
    Model

  6. def addModelMetrics(arg0: ModelMetrics): ModelMetrics

    Permalink
    Definition Classes
    Model

  7. def addWarning(arg0: String): Unit

    Permalink
    Definition Classes
    Model

  8. def asBytes(): Array[Byte]

    Permalink
    Definition Classes
    Iced → Freezable

  9. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  10. def auc(): Double

    Permalink
    Definition Classes
    Model

  11. final def checksum(): Long

    Permalink
    Definition Classes
    Keyed

  12. def checksum_impl(): Long

    Permalink
    Attributes
    protected[hex]
    Definition Classes
    Model → Keyed

  13. def classification_error(): Double

    Permalink
    Definition Classes
    Model

  14. final def clone(): SVMModel

    Permalink
    Definition Classes
    Iced → Freezable → AnyRef

  15. def compareTo(arg0: SVMModel): Int

    Permalink
    Definition Classes
    Model

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

    Permalink
    Definition Classes
    Model

  17. def copyOver(arg0: SVMModel): Unit

    Permalink
    Attributes
    protected[water]
    Definition Classes
    Iced

  18. def defaultThreshold(): Double

    Permalink
    Definition Classes
    Model

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

    Permalink
    Definition Classes
    Lockable

  20. def delete(): Unit

    Permalink
    Definition Classes
    Lockable

  21. def deleteCrossValidationModels(): Unit

    Permalink
    Definition Classes
    Model

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

    Permalink
    Definition Classes
    Lockable

  23. def delete_and_lock(arg0: Job): SVMModel

    Permalink
    Definition Classes
    Lockable

  24. def delete_and_lock(): SVMModel

    Permalink
    Definition Classes
    Lockable

  25. def deviance(): Double

    Permalink
    Definition Classes
    Model

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

    Permalink
    Definition Classes
    Model

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

    Permalink
    Definition Classes
    AnyRef

  28. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  29. def fillScoringInfo(arg0: ScoringInfo): Unit

    Permalink
    Definition Classes
    Model

  30. def finalize(): Unit

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

  31. final def frozenType(): Int

    Permalink
    Definition Classes
    Iced → Freezable

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

    Permalink
    Definition Classes
    AnyRef → Any

  33. def getMojo(): ModelMojoWriter

    Permalink
    Definition Classes
    Model

  34. def getToEigenVec(): ToEigenVec

    Permalink
    Definition Classes
    Model

  35. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  36. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  37. final def isSupervised(): Boolean

    Permalink
    Definition Classes
    Model

  38. def last_scored(): ScoringInfo

    Permalink
    Definition Classes
    Model

  39. def lift_top_group(): Double

    Permalink
    Definition Classes
    Model

  40. def logloss(): Double

    Permalink
    Definition Classes
    Model

  41. def loss(): Float

    Permalink
    Definition Classes
    Model

  42. def mae(): Double

    Permalink
    Definition Classes
    Model

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

    Permalink
    Attributes
    protected[hex]
    Definition Classes
    Model

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

    Permalink
    Definition Classes
    SVMModel → Model

  45. def makeSchema(): Class[ModelKeyV3]

    Permalink
    Definition Classes
    Model → Keyed

  46. def makeScoringNames(): Array[String]

    Permalink
    Attributes
    protected[hex]
    Definition Classes
    Model

  47. def mean_per_class_error(): Double

    Permalink
    Definition Classes
    Model

  48. def mse(): Double

    Permalink
    Definition Classes
    Model

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

    Permalink
    Definition Classes
    AnyRef

  50. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  51. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  52. val output: SVMOutput

    Permalink

  53. val parms: SVMParameters

    Permalink

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

    Permalink
    Attributes
    protected[hex]
    Definition Classes
    Model

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

    Permalink
    Definition Classes
    Iced → Freezable

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

    Permalink
    Attributes
    protected[hex]
    Definition Classes
    Model → Keyed

  57. def readExternal(arg0: ObjectInput): Unit

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

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

    Permalink
    Definition Classes
    Iced → Freezable

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

    Permalink
    Definition Classes
    Lockable

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

    Permalink
    Definition Classes
    Iced → Freezable

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

    Permalink
    Definition Classes
    Keyed

  62. final def remove(): Unit

    Permalink
    Definition Classes
    Keyed

  63. def remove_impl(arg0: Futures): Futures

    Permalink
    Attributes
    protected[hex]
    Definition Classes
    Model → Keyed

  64. def rmsle(): Double

    Permalink
    Definition Classes
    Model

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

    Permalink
    Definition Classes
    Model

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

    Permalink
    Definition Classes
    Model
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    Model
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    Model
    Annotations
    @throws( ... )

  69. def score(arg0: Frame): Frame

    Permalink
    Definition Classes
    Model
    Annotations
    @throws( ... )

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

    Permalink
    Attributes
    protected
    Definition Classes
    SVMModel → Model

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

    Permalink
    Attributes
    protected[hex]
    Definition Classes
    Model

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

    Permalink
    Definition Classes
    Model

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

    Permalink
    Definition Classes
    Model

  74. def scoreMetrics(arg0: Frame): MetricBuilder

    Permalink
    Attributes
    protected[hex]
    Definition Classes
    Model

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

    Permalink
    Attributes
    protected[hex]
    Definition Classes
    Model

  76. def scoring_history(): Array[ScoringInfo]

    Permalink
    Definition Classes
    Model

  77. val selfKey: Key[SVMModel]

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Definition Classes
    Model

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

    Permalink
    Definition Classes
    Model

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

    Permalink
    Definition Classes
    Model

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

    Permalink
    Attributes
    protected[hex]
    Definition Classes
    Model

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

    Permalink
    Definition Classes
    Model

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

    Permalink
    Definition Classes
    Model

  85. def toJavaCheckTooBig(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    SVMModel → Model

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

    Permalink
    Attributes
    protected
    Definition Classes
    SVMModel → Model

  87. def toJavaNCLASSES(arg0: SBPrintStream): SBPrintStream

    Permalink
    Attributes
    protected[hex]
    Definition Classes
    Model

  88. def toJavaPROB(arg0: SBPrintStream): SBPrintStream

    Permalink
    Attributes
    protected[hex]
    Definition Classes
    Model

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

    Permalink
    Attributes
    protected
    Definition Classes
    SVMModel → Model

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

    Permalink
    Attributes
    protected[hex]
    Definition Classes
    Model

  91. final def toJsonString(): String

    Permalink
    Definition Classes
    Iced

  92. def toString(): String

    Permalink
    Definition Classes
    Model → AnyRef → Any

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

    Permalink
    Definition Classes
    Lockable

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

    Permalink
    Definition Classes
    Lockable

  95. def unlock(arg0: Job): SVMModel

    Permalink
    Definition Classes
    Lockable

  96. def unlock(): SVMModel

    Permalink
    Definition Classes
    Lockable

  97. def unlock_all(): Unit

    Permalink
    Definition Classes
    Lockable

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

    Permalink
    Definition Classes
    Lockable

  99. def update(arg0: Job): SVMModel

    Permalink
    Definition Classes
    Lockable

  100. def update(): SVMModel

    Permalink
    Definition Classes
    Lockable

  101. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    Iced → Freezable

  105. def writeAll(arg0: AutoBuffer): AutoBuffer

    Permalink
    Definition Classes
    Keyed

  106. def writeAll_impl(arg0: AutoBuffer): AutoBuffer

    Permalink
    Attributes
    protected[hex]
    Definition Classes
    Model → Keyed

  107. def writeExternal(arg0: ObjectOutput): Unit

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

  108. def writeJSON(arg0: AutoBuffer): AutoBuffer

    Permalink
    Definition Classes
    Iced → Freezable

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

    Permalink
    Definition Classes
    Lockable

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

    Permalink
    Definition Classes
    Lockable

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

    Permalink
    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