Class

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

SparkSVM

Related Doc: package svm

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class SparkSVM extends ModelBuilder[SparkSVMModel, SparkSVMParameters, SparkSVMOutput]

Linear Supertypes
ModelBuilder[SparkSVMModel, SparkSVMParameters, SparkSVMOutput], Iced[_ <: Iced], Externalizable, Serializable, Freezable[_ <: Iced], Cloneable, AnyRef, Any
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Inherited
  1. SparkSVM
  2. ModelBuilder
  3. Iced
  4. Externalizable
  5. Serializable
  6. Freezable
  7. Cloneable
  8. AnyRef
  9. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new SparkSVM(parms: SparkSVMParameters, hc: H2OContext)

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  2. new SparkSVM(startup_once: Boolean, hc: H2OContext)

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Type Members

  1. abstract class Driver extends H2OCountedCompleter[Driver]

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    Attributes
    protected
    Definition Classes
    ModelBuilder

  2. abstract class FilterCols extends AnyRef

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    Definition Classes
    ModelBuilder

Abstract Value Members

  1. abstract object Driver

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    Attributes
    protected
    Definition Classes
    ModelBuilder

Concrete 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 asBytes(): Array[Byte]

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    Definition Classes
    Iced → Freezable

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. def builderVisibility(): BuilderVisibility

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    Definition Classes
    ModelBuilder

  7. def can_build(): Array[ModelCategory]

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    Definition Classes
    SparkSVM → ModelBuilder

  8. def checkDistributions(): Unit

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    Definition Classes
    ModelBuilder

  9. def checkMemoryFootPrint(): Unit

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder

  10. def checkMemoryFootPrint_impl(): Unit

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder

  11. def checkResponseVariable(): Unit

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder

  12. def clearInitState(): Unit

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    Definition Classes
    ModelBuilder

  13. def clearValidationErrors(): Unit

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    Definition Classes
    ModelBuilder

  14. final def clone(): ?0

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    Definition Classes
    Iced → Freezable → AnyRef

  15. def computeCrossValidation(): Unit

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    Definition Classes
    ModelBuilder

  16. def computePriorClassDistribution(): Boolean

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder

  17. def copyOver(arg0: ?0): Unit

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    Attributes
    protected[water]
    Definition Classes
    Iced

  18. def cv_AssignFold(arg0: Int): Vec

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    Definition Classes
    ModelBuilder

  19. def cv_buildModels(arg0: Int, arg1: Array[ModelBuilder[SparkSVMModel, SparkSVMParameters, SparkSVMOutput]]): Unit

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    Definition Classes
    ModelBuilder

  20. def cv_computeAndSetOptimalParameters(arg0: Array[ModelBuilder[SparkSVMModel, SparkSVMParameters, SparkSVMOutput]]): Unit

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    Definition Classes
    ModelBuilder

  21. def cv_mainModelScores(arg0: Int, arg1: Array[MetricBuilder], arg2: Array[ModelBuilder[SparkSVMModel, SparkSVMParameters, SparkSVMOutput]]): Unit

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    Definition Classes
    ModelBuilder

  22. def cv_makeFramesAndBuilders(arg0: Int, arg1: Array[Vec]): Array[ModelBuilder[SparkSVMModel, SparkSVMParameters, SparkSVMOutput]]

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    Definition Classes
    ModelBuilder

  23. def cv_makeWeights(arg0: Int, arg1: Vec): Array[Vec]

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    Definition Classes
    ModelBuilder

  24. def cv_scoreCVModels(arg0: Int, arg1: Array[Vec], arg2: Array[ModelBuilder[SparkSVMModel, SparkSVMParameters, SparkSVMOutput]]): Array[MetricBuilder]

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    Definition Classes
    ModelBuilder

  25. def desiredChunks(arg0: Frame, arg1: Boolean): Int

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder

  26. final def dest(): Key[SparkSVMModel]

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    Definition Classes
    ModelBuilder

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

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    Definition Classes
    AnyRef

  28. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  29. def error(arg0: String, arg1: String): Unit

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    Definition Classes
    ModelBuilder

  30. def error_count(): Int

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    Definition Classes
    ModelBuilder

  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 get(): SparkSVMModel

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    Definition Classes
    ModelBuilder

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

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    Definition Classes
    AnyRef → Any

  35. def getName(): String

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    Definition Classes
    ModelBuilder

  36. def getSysProperty(arg0: String, arg1: String): String

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder

  37. def getToEigenVec(): ToEigenVec

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    Definition Classes
    ModelBuilder

  38. def hasFoldCol(): Boolean

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    Definition Classes
    ModelBuilder

  39. def hasOffsetCol(): Boolean

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    Definition Classes
    ModelBuilder

  40. def hasWeightCol(): Boolean

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    Definition Classes
    ModelBuilder

  41. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  42. def haveMojo(): Boolean

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    Definition Classes
    ModelBuilder

  43. def havePojo(): Boolean

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    Definition Classes
    ModelBuilder

  44. def hide(arg0: String, arg1: String): Unit

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    Definition Classes
    ModelBuilder

  45. def ignoreBadColumns(arg0: Int, arg1: Boolean): Unit

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder

  46. def ignoreConstColumns(): Boolean

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder

  47. def ignoreInvalidColumns(arg0: Int, arg1: Boolean): Unit

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder

  48. def ignoreStringColumns(): Boolean

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder

  49. def ignoreUuidColumns(): Boolean

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder

  50. def info(arg0: String, arg1: String): Unit

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    Definition Classes
    ModelBuilder

  51. def init(expensive: Boolean): Unit

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    Definition Classes
    SparkSVM → ModelBuilder

  52. def init_adaptFrameToTrain(arg0: Frame, arg1: String, arg2: String, arg3: Boolean): Frame

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    Definition Classes
    ModelBuilder

  53. def init_getNClass(): Int

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder

  54. final def isClassifier(): Boolean

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    Definition Classes
    ModelBuilder

  55. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  56. final def isStopped(): Boolean

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    Definition Classes
    ModelBuilder

  57. def isSupervised(): Boolean

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    Definition Classes
    SparkSVM → ModelBuilder

  58. def logMe(): Boolean

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder

  59. def message(arg0: Byte, arg1: String, arg2: String): Unit

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    Definition Classes
    ModelBuilder

  60. def nFoldCV(): Boolean

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    Definition Classes
    ModelBuilder

  61. def nFoldWork(): Int

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder

  62. def nModelsInParallel(arg0: Int, arg1: Int): Int

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder

  63. def nModelsInParallel(arg0: Int): Int

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder

  64. def nclasses(): Int

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    Definition Classes
    ModelBuilder

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

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    Definition Classes
    AnyRef

  66. final def notify(): Unit

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    Definition Classes
    AnyRef

  67. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  68. def numSpecialCols(): Int

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    Definition Classes
    SparkSVM → ModelBuilder

  69. final def read(arg0: AutoBuffer): ?0

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    Definition Classes
    Iced → Freezable

  70. def readExternal(arg0: ObjectInput): Unit

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

  71. final def readJSON(arg0: AutoBuffer): ?0

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    Definition Classes
    Iced → Freezable

  72. def rebalance(arg0: Frame, arg1: Boolean, arg2: String): Frame

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder

  73. def reloadFromBytes(arg0: Array[Byte]): ?0

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    Definition Classes
    Iced → Freezable

  74. def response(): Vec

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    Definition Classes
    ModelBuilder

  75. def separateFeatureVecs(): Int

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    Definition Classes
    ModelBuilder

  76. def setModelBuilderListener(arg0: ModelBuilderListener): Unit

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    Definition Classes
    ModelBuilder

  77. def setTrain(arg0: Frame): Unit

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    Definition Classes
    ModelBuilder

  78. def shouldReorder(arg0: Vec): Boolean

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    Definition Classes
    ModelBuilder

  79. def specialColNames(): Array[String]

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    Definition Classes
    ModelBuilder

  80. def stop_requested(): Boolean

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder

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

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    Definition Classes
    AnyRef

  82. def timeout(): Boolean

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder

  83. final def toJsonString(): String

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    Definition Classes
    Iced

  84. def toString(): String

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    Definition Classes
    AnyRef → Any

  85. final def train(): Frame

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    Definition Classes
    ModelBuilder

  86. final def trainModel(): Job[SparkSVMModel]

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    Definition Classes
    ModelBuilder

  87. def trainModelImpl(): Driver

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    Attributes
    protected[org.apache.spark.ml.spark.models.svm]
    Definition Classes
    SparkSVM → ModelBuilder

  88. final def trainModelNested(arg0: Frame): SparkSVMModel

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    Definition Classes
    ModelBuilder

  89. def trainModelOnH2ONode(): Job[SparkSVMModel]

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    Definition Classes
    ModelBuilder

  90. final def valid(): Frame

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder

  91. def validationErrors(): String

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    Definition Classes
    ModelBuilder

  92. def vresponse(): Vec

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    Definition Classes
    ModelBuilder

  93. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  96. def warn(arg0: String, arg1: String): Unit

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    Definition Classes
    ModelBuilder

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

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    Definition Classes
    Iced → Freezable

  98. def writeExternal(arg0: ObjectOutput): Unit

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

  99. def writeJSON(arg0: AutoBuffer): AutoBuffer

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    Definition Classes
    Iced → Freezable

Deprecated Value Members

  1. def nModelsInParallel(): Int

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    Attributes
    protected[hex]
    Definition Classes
    ModelBuilder
    Annotations
    @Deprecated @deprecated
    Deprecated

    (Since version ) see corresponding Javadoc for more information.

Inherited from ModelBuilder[SparkSVMModel, SparkSVMParameters, SparkSVMOutput]

Inherited from Iced[_ <: Iced]

Inherited from Externalizable

Inherited from Serializable

Inherited from Freezable[_ <: Iced]

Inherited from Cloneable

Inherited from AnyRef

Inherited from Any

Ungrouped