Packages

class Radial extends BasisFunction with Error

The Radial class provides Radial basis functions. Such basis functions are useful are useful in Neural Networks and Support Vector Classification. -----------------------------------------------------------------------------

Linear Supertypes
Error, BasisFunction, AnyRef, Any
Known Subclasses
DRadial
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Inherited
  1. Radial
  2. Error
  3. BasisFunction
  4. AnyRef
  5. Any
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Visibility
  1. Public
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Instance Constructors

  1. new Radial(centers: VectorD = VectorD (0.0), radialType: RadialType.RadialType = GAUSSIAN, γ: Double = 1.0, k: Int = 2)

    centers

    a list of centers

    radialType

    the type of the Radial Basis Function to be used

    γ

    shape parameter

    k

    the polynomial power of the radius used in Poly Harmonic Spline

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. def abf(m: Int)(t: VectoD): MatrixD

    Obtain the value of the m-th order basis functions (all) at time 't'.

    Obtain the value of the m-th order basis functions (all) at time 't'. Or alternatively, obtain the basis function by calling bf(m)(j) only. Ex: val x = bf(m)(t) retrieves the value of all the basis functions at 't'. val f = bf(m) retrieves all the basis functions.

    m

    the order of all the basis function

    t

    the time parameter

    Definition Classes
    BasisFunction
  5. def abf_(m: Int)(t: Double): VectorD

    Obtain the value of the m-th order basis functions (all) at time 't'.

    Obtain the value of the m-th order basis functions (all) at time 't'. Or alternatively, obtain the basis function by calling bf(m)(j) only. Ex: val x = bf(m)(t) retrieves the value of all the basis functions at 't'. val f = bf(m) retrieves all the basis functions.

    m

    the order of all the basis function

    t

    the time parameter

    Definition Classes
    BasisFunction
  6. def apply(m: Int)(j: Int)(t: Double): Double

    Obtain the value of the m-th order 'j'-th basis function at time 't'.

    Obtain the value of the m-th order 'j'-th basis function at time 't'. Or alternatively, obtain the basis function by calling bf(m)(j) only. Ex: val x = bf(m)(j)(t) retrieves the value of the j-th basis function at 't'. val f = bf(m)(j) retrieves the j-th basis function.

    m

    the order of the basis function

    j

    indicates which basis function

    t

    the time parameter

    Definition Classes
    BasisFunction
  7. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  8. def bf(m: Int = m)(j: Int)(t: Double): Double

    Obtain the value of the m-th order 'j'-th basis function at time 't'.

    Obtain the value of the m-th order 'j'-th basis function at time 't'. Or alternatively, obtain the basis function by calling bf(m)(j) only.

    m

    the order of the basis function

    j

    indicates which basis function

    t

    the time parameter

    Definition Classes
    Radial → BasisFunction
  9. def bf1(j: Int)(t: Double): Double

    Obtain the value of the 1st order 'j'-th basis function at time 't'.

    Obtain the value of the 1st order 'j'-th basis function at time 't'. Or alternatively, obtain the basis function by calling bf1(j) only. Ex: val x = bf1(j)(t) retrieves the value of the j-th basis function at 't'. val f = bf1(j) retrieves the j-th basis function.

    j

    indicates which basis function

    t

    the time parameter

    Definition Classes
    BasisFunction
  10. def bf2(j: Int)(t: Double): Double

    Obtain the value of the 2nd order 'j'-th basis function at time 't'.

    Obtain the value of the 2nd order 'j'-th basis function at time 't'. Or alternatively, obtain the basis function by calling bf2(j) only. Ex: val x = bf2(j)(t) retrieves the value of the j-th basis function at 't'. val f = bf2(j) retrieves the j-th basis function.

    j

    indicates which basis function

    t

    the time parameter

    Definition Classes
    BasisFunction
  11. def bf3(j: Int)(t: Double): Double

    Obtain the value of the 3rd order 'j'-th basis function at time 't'.

    Obtain the value of the 3rd order 'j'-th basis function at time 't'. Or alternatively, obtain the basis function by calling bf3(j) only. Ex: val x = bf3(j)(t) retrieves the value of the j-th basis function at 't'. val f = bf3(j) retrieves the j-th basis function.

    j

    indicates which basis function

    t

    the time parameter

    Definition Classes
    BasisFunction
  12. def bf4(j: Int)(t: Double): Double

    Obtain the value of the 4th order 'j'-th basis function at time 't'.

    Obtain the value of the 4th order 'j'-th basis function at time 't'. Or alternatively, obtain the basis function by calling bf4(j) only. Ex: val x = bf4(j)(t) retrieves the value of the j-th basis function at 't'. val f = bf4(j) retrieves the j-th basis function.

    j

    indicates which basis function

    t

    the time parameter

    Definition Classes
    BasisFunction
  13. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native() @HotSpotIntrinsicCandidate()
  14. def count(m: Int): Int

    The number of basis functions for a specified order.

    The number of basis functions for a specified order.

    m

    the order of the basis function

    Definition Classes
    BasisFunction
  15. def dot_(m: Int)(i: Int, j: Int)(g: BasisFunction, a: Double = 0.0, b: Double = 1.0): Double

    Compute the dot/inner product of 'this' basis function object and basis function 'g'.

    Compute the dot/inner product of 'this' basis function object and basis function 'g'.

    m

    the order of the basis function

    i

    indicates which basis function of 'this'

    j

    indicates which basis function of 'g'

    g

    the other function

    a

    the start of the interval

    b

    the end of the interval

    Definition Classes
    BasisFunction
  16. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  17. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  18. final def flaw(method: String, message: String): Unit
    Definition Classes
    Error
  19. def gaussian(r: Double): Double

    The value of the Gaussian Radial Basis Function with radius 'r'

    The value of the Gaussian Radial Basis Function with radius 'r'

    r

    the radius

    Attributes
    protected
  20. def getCache(m: Int, t: VectoD): Array[MatrixD]

    Retrieves the cached design matrices

    Retrieves the cached design matrices

    Definition Classes
    BasisFunction
  21. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  22. def getOrder: Int

    Retrieves the order of the this B_Spline

    Retrieves the order of the this B_Spline

    Definition Classes
    Radial → BasisFunction
  23. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  24. def inverseMultiQuadratic(r: Double): Double

    The value of the Inverse Multi Quadratic Radial Basis Function with radius 'r'

    The value of the Inverse Multi Quadratic Radial Basis Function with radius 'r'

    r

    the radius

    Attributes
    protected
  25. def inverseQuadratic(r: Double): Double

    The value of the Inverse Quadratic Radial Basis Function with radius 'r'

    The value of the Inverse Quadratic Radial Basis Function with radius 'r'

    r

    the radius

    Attributes
    protected
  26. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  27. var k: Int
    Attributes
    protected
  28. def multiQuadratic(r: Double): Double

    The value of the Multi Quadratic Radial Basis Function with radius 'r'

    The value of the Multi Quadratic Radial Basis Function with radius 'r'

    r

    the radius

    Attributes
    protected
  29. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  30. val needCompute: Boolean
    Attributes
    protected
    Definition Classes
    BasisFunction
  31. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  32. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  33. def polyHarmonicSpline(r: Double, k: Int = k): Double

    The value of the Poly Harmonic Spline Radial Basis Function with radius 'r'

    The value of the Poly Harmonic Spline Radial Basis Function with radius 'r'

    r

    the radius

    Attributes
    protected
    See also

    en.wikipedia.org/wiki/Polyharmonic_spline

  34. var radialType: RadialType.RadialType
    Attributes
    protected
  35. def range(m: Int = m): Range

    The range for the Radial basis functions

    The range for the Radial basis functions

    m

    the order of the spline

    Definition Classes
    Radial → BasisFunction
  36. def recomputeCache: Unit

    Recompute cached matrices

    Recompute cached matrices

    Definition Classes
    BasisFunction
  37. def setGamma(gamma: Double): Unit

    Change the type of the Gamma parameter

    Change the type of the Gamma parameter

    gamma

    the gamma parameter to change to

  38. def setK(k_: Int): Unit

    Change the type of the Gamma parameter

    Change the type of the Gamma parameter

    k_

    the gamma parameter to change to

  39. def setRadialType(rt: RadialType.RadialType): Unit

    Change the type of the Raidal Basis Function

    Change the type of the Raidal Basis Function

    rt

    the new Radial Basis Function Type to change to

  40. def size(m: Int = m): Int

    The number of Radial basis functions for a specified order

    The number of Radial basis functions for a specified order

    m

    the order of the basis function

    Definition Classes
    Radial → BasisFunction
  41. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  42. def thinPlateSpline(r: Double): Double

    The value of the Thin Plate Spline Radial Basis Function with radius 'r'

    The value of the Thin Plate Spline Radial Basis Function with radius 'r'

    r

    the radius

    Attributes
    protected
  43. def toString(): String
    Definition Classes
    AnyRef → Any
  44. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  45. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  46. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  47. val Φ: MatrixD
    Attributes
    protected
    Definition Classes
    BasisFunction
  48. val Φt: MatrixD
    Attributes
    protected
    Definition Classes
    BasisFunction
  49. val ΦtΦ: MatrixD
    Attributes
    protected
    Definition Classes
    BasisFunction
  50. var γ: Double
    Attributes
    protected

Deprecated Value Members

  1. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] ) @Deprecated
    Deprecated

Inherited from Error

Inherited from BasisFunction

Inherited from AnyRef

Inherited from Any

Ungrouped