Class

io.github.mandar2812.dynaml.kernels

SVMKernelMatrix

Related Doc: package kernels

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class SVMKernelMatrix extends KernelMatrix[DenseMatrix[Double]] with Serializable

Linear Supertypes
KernelMatrix[DenseMatrix[Double]], Serializable, Serializable, AnyRef, Any
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Inherited
  1. SVMKernelMatrix
  2. KernelMatrix
  3. Serializable
  4. Serializable
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Instance Constructors

  1. new SVMKernelMatrix(kernel: DenseMatrix[Double], dimension: Long)

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Value Members

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

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    Definition Classes
    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. final def asInstanceOf[T0]: T0

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  5. def clone(): AnyRef

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    Attributes
    protected[java.lang]
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    @throws( ... )

  6. def eigenDecomposition(dimensions: Int = this.dimension.toInt): (DenseVector[Double], DenseMatrix[Double])

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    Calculates the approximate eigen-decomposition of the kernel matrix

    Calculates the approximate eigen-decomposition of the kernel matrix

    dimensions

    The effective number of dimensions to be calculated in the feature map

    returns

    A Scala Tuple2 containing the eigenvalues and eigenvectors.

    Definition Classes
    SVMKernelMatrix → KernelMatrix

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

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    Definition Classes
    AnyRef

  8. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  9. def finalize(): Unit

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

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

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    Definition Classes
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  11. def getKernelMatrix(): DenseMatrix[Double]

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    Definition Classes
    KernelMatrix

  12. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  13. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  14. val kernel: DenseMatrix[Double]

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    Attributes
    protected
    Definition Classes
    SVMKernelMatrix → KernelMatrix

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

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    Definition Classes
    AnyRef

  16. final def notify(): Unit

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    Definition Classes
    AnyRef

  17. final def notifyAll(): Unit

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    AnyRef

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

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  19. def toString(): String

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  20. final def wait(): Unit

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    @throws( ... )

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

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

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    Definition Classes
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Inherited from KernelMatrix[DenseMatrix[Double]]

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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