GaussianKernelTransformer

Value Members

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

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

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3. final def ##(): Int

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4. final def ==(arg0: AnyRef): Boolean

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

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6. def apply(data: DenseVector[Double]): DenseVector[Double]

   Perform a kernel transformation on a single element.

   Perform a kernel transformation on a single element.

   data

   input data to compute kernel on.

   returns

   a dense vector containing the transformed data.

   Definition Classes

   GaussianKernelTransformer → KernelTransformer

7. def apply(data: RDD[DenseVector[Double]]): KernelMatrix

   Perform kernel transformation of a given dataset.

   Perform kernel transformation of a given dataset. If the kernel function is \phi, this computes \phi(x, y) for all rows in the given dataset.

   data

   input data to compute kernel on.

   returns

   a kernel matrix containing the output of the transformation

   Definition Classes

   GaussianKernelTransformer → KernelTransformer

8. final def asInstanceOf[T0]: T0

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9. def clone(): AnyRef

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10. def computeKernel(data: RDD[DenseVector[Double]], blockIdxs: Seq[Int]): (RDD[DenseMatrix[Double]], DenseMatrix[Double])

    Internal function used to lazily populate the kernel matrix.

    Internal function used to lazily populate the kernel matrix.

    NOTE: This function returns a *cached* RDD and the caller is responsible for managing its life cycle.

    data

    RDD to compute kernel on

    returns

    a pair containing the RDD for the column block and the diagonal block

    Definition Classes

    GaussianKernelTransformer → KernelTransformer

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

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12. def equals(arg0: Any): Boolean

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13. def finalize(): Unit

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

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15. def hashCode(): Int

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16. final def isInstanceOf[T0]: Boolean

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

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18. final def notify(): Unit

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19. final def notifyAll(): Unit

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

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21. def toString(): String

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22. final def wait(): Unit

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

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

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