SVMKernel

Value Members

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

   

   Definition Classes

   AnyRef → Any

2. final def ##(): Int

   

   Definition Classes

   AnyRef → Any

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

   

   Definition Classes

   AnyRef → Any

4. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

5. def buildCrossKernelGradMatrix[S <: Seq[T], T](data1: S, data2: S, hyper_parameters: Seq[String], eval: (T, T) ⇒ Double, evalGrad: (String) ⇒ (T, T) ⇒ Double): Map[String, DenseMatrix[Double]]

   

   Returns the kernel matrix along with its derivatives for each hyper-parameter.

6. def buildKernelGradMatrix[S <: Seq[T], T](data1: S, hyper_parameters: Seq[String], eval: (T, T) ⇒ Double, evalGrad: (String) ⇒ (T, T) ⇒ Double): Map[String, DenseMatrix[Double]]

   

7. def buildPartitionedKernelGradMatrix[S <: Seq[T], T](data: S, length: Long, numElementsPerRowBlock: Int, numElementsPerColBlock: Int, hyper_parameters: Seq[String], eval: (T, T) ⇒ Double, evalGrad: (String) ⇒ (T, T) ⇒ Double): Map[String, PartitionedPSDMatrix]

   

8. def buildPartitionedKernelMatrix[S <: Seq[T], T](data: S, length: Long, numElementsPerRowBlock: Int, numElementsPerColBlock: Int, eval: (T, T) ⇒ Double): PartitionedPSDMatrix

   

9. def buildSVMKernelMatrix[S <: Seq[T], T](mappedData: S, length: Int, eval: (T, T) ⇒ Double): KernelMatrix[DenseMatrix[Double]]

   

   This function constructs an SVMKernelMatrix

   This function constructs an SVMKernelMatrix

   mappedData

   Graphical model

   length

   Number of data points

   eval

   A function which calculates the value of the Kernel given two feature vectors.

   returns

   An SVMKernelMatrix object.

10. def clone(): AnyRef

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

11. def crossKernelMatrix[S <: Seq[T], T](data1: S, data2: S, eval: (T, T) ⇒ Double): DenseMatrix[Double]

    

12. def crossPartitonedKernelMatrix[T, S <: Seq[T]](data1: S, data2: S, numElementsPerRowBlock: Int, numElementsPerColBlock: Int, eval: (T, T) ⇒ Double): PartitionedMatrix

    

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

    

    Definition Classes

    AnyRef

14. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

15. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    

    Definition Classes

    AnyRef → Any

17. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

18. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

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

    

    Definition Classes

    AnyRef

20. final def notify(): Unit

    

    Definition Classes

    AnyRef

21. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

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

    

    Definition Classes

    AnyRef

23. def toString(): String

    

    Definition Classes

    AnyRef → Any

24. final def wait(): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

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

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )