RBF Struct Reference

#include <kernel.h>

Inheritance diagram for RBF:

[legend]Collaboration diagram for RBF:

[legend]List of all members.

Public Member Functions
	RBF (REAL g)
virtual REAL	operator() (const Input &a, const Input &b) const
	The inner-product of two input vectors.
virtual REAL	matrix (UINT i, UINT j) const
	The inner-product of two stored inputs with index i and j.
virtual void	set_params (SVM_detail *) const
Public Attributes
REAL	gamma

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Detailed Description

Definition at line 114 of file kernel.h.

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Constructor & Destructor Documentation

RBF (  REAL  g  )  [inline, explicit]

Definition at line 116 of file kernel.h. Referenced by RBF::set_params().

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Member Function Documentation

virtual REAL matrix (  UINT  i, UINT  j )  const [inline, virtual]

The inner-product of two stored inputs with index i and j. Reimplemented from Perceptron. Definition at line 122 of file kernel.h. References DOTPROD.

virtual REAL operator() (  const Input &  a, const Input &  b )  const [inline, virtual]

The inner-product of two input vectors. Reimplemented from Perceptron. Definition at line 118 of file kernel.h. References lemga::kernel::norm_2().

void set_params (  SVM_detail *   )  const [virtual]

In order to keep the SVM interface simple and avoid member functions specific to kernels (e.g., set_gamma()), we use Kernel to pass kernel parameters to SVM_detail. Reimplemented from Perceptron. Definition at line 158 of file svm.cpp. References RBF::gamma, and RBF::RBF().

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Member Data Documentation

REAL gamma

Definition at line 115 of file kernel.h. Referenced by RBF::set_params().

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The documentation for this struct was generated from the following files:

• kernel.h
• svm.cpp

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